<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.sitemaps.org/schemas/sitemap/0.9 http://www.sitemaps.org/schemas/sitemap/0.9/sitemap.xsd" xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://sebastianraschka.com/faq/docs/activation-functions.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/ai-and-ml.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/autoregressive-text-generation.html</loc>
<lastmod>2026-03-08T15:32:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/avoid-overfitting.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/backprop-arbitrary.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/bag-of-words-sparsity.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/bagging-boosting-rf.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/base-vs-instruct-vs-reasoning-model.html</loc>
<lastmod>2026-03-08T17:01:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/batching-training-speed-memory.html</loc>
<lastmod>2026-03-08T16:52:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/best-ml-algo.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/bias-terms-modern-llms.html</loc>
<lastmod>2026-03-08T16:43:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/build-instruction-dataset.html</loc>
<lastmod>2026-03-08T17:06:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/causal-attention.html</loc>
<lastmod>2026-03-08T15:24:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/choosing-technique.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/classifier-categories.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/classifier-history.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/clf-behavior-data.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/closed-form-vs-gd.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/compare-supervised.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/computing-the-f1-score.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/cost-vs-loss.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/covariance-vs-correlation.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/data-centric-ai.html</loc>
<lastmod>2023-04-10T00:12:20+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/data-science-career.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/datamining-overview.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/datamining-vs-ml.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/dataprep-vs-dataengin.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/datascience-ml.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/decision-tree-binary.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/decision-tree-disadvantages.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/decisiontree-error-vs-entropy.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/deep-learning-resources.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/deeplearn-vs-svm-randomforest.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/deeplearning-criticism.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/definition_data-science.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/dense-qwen-vs-moe-qwen.html</loc>
<lastmod>2026-03-08T17:18:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/diff-perceptron-adaline-neuralnet.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/difference-deep-and-normal-learning.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/difference_classifier_model.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/dimensionality-reduction.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/dpo-vs-supervised-finetuning.html</loc>
<lastmod>2026-03-08T15:50:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/dropout-activation.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/dropout.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/embedding-linear-onehot.html</loc>
<lastmod>2026-03-08T14:04:57+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/euclidean-distance.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/evaluate-a-model.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/evaluating-llm-outputs.html</loc>
<lastmod>2026-03-08T15:52:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/exact-match-vs-llm-as-a-judge.html</loc>
<lastmod>2026-03-08T17:10:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/fc-to-conv.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/feature_sele_categories.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/few-shot.html</loc>
<lastmod>2023-01-28T21:32:03+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/finetune-llm-text-classification.html</loc>
<lastmod>2026-03-08T15:46:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/first-cnn-gpu.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/first-optimizations-before-multi-gpu.html</loc>
<lastmod>2026-03-08T17:16:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/flashattention-why-it-mattered.html</loc>
<lastmod>2026-03-08T16:54:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/full-finetuning-vs-lora-cost.html</loc>
<lastmod>2026-03-08T16:58:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/gpt-llama-qwen-gemma-comparison.html</loc>
<lastmod>2026-03-08T16:06:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/gpt-style-model-building-blocks.html</loc>
<lastmod>2026-03-08T16:46:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/gpt-style-to-llama-style.html</loc>
<lastmod>2026-03-08T17:12:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/gradient-optimization.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/grouped-query-attention.html</loc>
<lastmod>2026-03-08T16:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/implementing-from-scratch.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/</loc>
<lastmod>2026-03-08T17:35:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/inference-sequential-vs-training-parallel.html</loc>
<lastmod>2026-03-08T16:51:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/input-target-pretraining-examples.html</loc>
<lastmod>2026-03-08T15:20:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/instruct-tuning-vs-tool-use-vs-reasoning-training.html</loc>
<lastmod>2026-03-08T17:17:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/instruction-finetuning-practical-usefulness.html</loc>
<lastmod>2026-03-08T15:48:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/inventing-deeplearning.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/issues-with-clustering.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/kv-cache-long-context-bottleneck.html</loc>
<lastmod>2026-03-08T16:50:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/kv-cache.html</loc>
<lastmod>2026-03-08T16:31:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/large-num-features.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/lazy-knn.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/lda-vs-pca.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/linear-gradient-derivative.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/llm-from-scratch-stages.html</loc>
<lastmod>2026-03-08T13:29:22+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/llm-limited-hardware-bottlenecks.html</loc>
<lastmod>2026-03-08T16:10:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/logistic-analytical.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/logistic-boosting.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/logistic-sigmoid-derivative.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/logistic-why-sigmoid.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/logistic_regression_linear.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/logisticregr-neuralnet.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/lora-rank-alpha.html</loc>
<lastmod>2026-03-08T16:59:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/lora-vs-full-finetuning.html</loc>
<lastmod>2026-03-08T16:08:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/lottery-ticket.html</loc>
<lastmod>2023-01-28T21:32:03+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/low-loss-but-poor-text.html</loc>
<lastmod>2026-03-08T16:47:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/many-deeplearning-libs.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/median-vs-mean.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/memory-mapped-weight-loading.html</loc>
<lastmod>2026-03-08T16:57:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/mentor.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/missing-data.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/mixed-precision-bfloat16.html</loc>
<lastmod>2026-03-08T16:53:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/mixture-of-experts.html</loc>
<lastmod>2026-03-08T16:02:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/ml-curriculum.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/ml-examples.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/ml-origins.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/ml-python-communities.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/ml-solvable.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/ml-to-a-programmer.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/model-loading-memory-than-expected.html</loc>
<lastmod>2026-03-08T16:56:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/model-selection-in-datascience.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/mse-derivative.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/multi-head-attention.html</loc>
<lastmod>2026-03-08T15:26:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/multiclass-metric.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/naive-bayes-boundary.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/naive-bayes-vartypes.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/naive-bayes-vs-logistic-regression.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/naive-naive-bayes.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/negative-log-likelihood-logistic-loss.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/neuralnet-error.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/next-token-prediction.html</loc>
<lastmod>2026-03-08T13:51:11+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/nnet-debugging-checklist.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/num-support-vectors.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/number-of-kfolds.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/open-models-quality-speed-memory.html</loc>
<lastmod>2026-03-08T17:11:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/open-source.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/overfitting-data.html</loc>
<lastmod>2023-01-28T21:32:03+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/overfitting-model.html</loc>
<lastmod>2023-01-28T21:32:03+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/overfitting.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/parametric_vs_nonparametric.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/pca-scaling.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/pearson-r-vs-linear-regr.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/perplexity-what-it-means.html</loc>
<lastmod>2026-03-08T16:46:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/poisson-ordinal.html</loc>
<lastmod>2023-01-28T21:32:03+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/positional-information-transformer.html</loc>
<lastmod>2026-03-08T15:28:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/pretrained-answer-questions-but-bad-instructions.html</loc>
<lastmod>2026-03-08T17:02:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/pretraining-vs-finetuning-vs-instruction-finetuning.html</loc>
<lastmod>2026-03-08T15:44:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/probability-vs-likelihood.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/probablistic-logistic-regression.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/proper-metric-cross-entropy.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/proper-metric-squared-error.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/pytorch-crossentropy.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/r-in-datascience.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/random-forest-feature-subsets.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/random-forest-perform-terribly.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/regularization-linear.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/regularized-logistic-regression-performance.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/relu-derivative.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/repetition-loops-generation.html</loc>
<lastmod>2026-03-08T16:45:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/representation-embedding-latent.html</loc>
<lastmod>2023-01-28T21:32:03+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/rlhf-vs-dpo.html</loc>
<lastmod>2026-03-08T17:04:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/rmsnorm-vs-layernorm.html</loc>
<lastmod>2026-03-08T16:40:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/rope-vs-absolute-positional-embeddings.html</loc>
<lastmod>2026-03-08T16:41:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/scale-training-test.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/select_svm_kernels.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/self-attention.html</loc>
<lastmod>2026-03-08T15:22:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/self-supervised.html</loc>
<lastmod>2023-01-28T21:32:03+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/semi-vs-supervised.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/sgd-methods.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/short-context-vs-long-context-llms.html</loc>
<lastmod>2026-03-08T16:49:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/simple-gpt-to-production-stack.html</loc>
<lastmod>2026-03-08T17:19:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/sliding-window-attention.html</loc>
<lastmod>2026-03-08T16:04:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/softmax.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/softmax_regression.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/standardize-param-reuse.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/stateless-stateful.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/statistical-modeling-vs-machine-learning.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/svm_for_categorical_data.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/swiglu-modern-llms.html</loc>
<lastmod>2026-03-08T16:42:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/tanh-sigmoid-relationship.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/temperature-topk-topp-sampling.html</loc>
<lastmod>2026-03-08T16:44:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/tensorflow-vs-scikitlearn.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/tokenization-bpe.html</loc>
<lastmod>2026-03-08T13:55:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/torch-compile-llm-workloads.html</loc>
<lastmod>2026-03-08T16:55:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/training-loop-in-pytorch.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/types-of-supervised-learning.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/visual-backpropagation.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/what-does-it-mean-to-align-an-llm.html</loc>
<lastmod>2026-03-08T17:03:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/what-is-an-llm.html</loc>
<lastmod>2026-03-08T13:38:26+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/what-pretraining-teaches.html</loc>
<lastmod>2026-03-08T15:42:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/when-gqa-and-swa.html</loc>
<lastmod>2026-03-08T17:13:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/when-mask-prompt-tokens.html</loc>
<lastmod>2026-03-08T17:08:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/when-to-standardize.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/where-to-insert-lora-adapters.html</loc>
<lastmod>2026-03-08T17:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/why-context-length-matters.html</loc>
<lastmod>2026-03-08T16:48:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/why-llm-evaluation-harder-than-classification.html</loc>
<lastmod>2026-03-08T17:09:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/why-llm-projects-fail-consumer-hardware.html</loc>
<lastmod>2026-03-08T17:15:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/why-moe-huge-params-lower-active-compute.html</loc>
<lastmod>2026-03-08T17:14:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/why-preference-tuning-after-sft.html</loc>
<lastmod>2026-03-08T17:05:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/faq/docs/why-prompt-templates-matter.html</loc>
<lastmod>2026-03-08T17:07:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2013_sqlite_database.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/heatmaps_in_r.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2013_python_unittest.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_openeye_alignments_overlays.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_sqlite_in_python_tutorial.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_install_python_sci_pkgs.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_pca_step_by_step.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_deep_python.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_python_scope_and_namespaces.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_ipython_internal_links.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_markdown_syntax_color.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_python_2_3_key_diff.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_matrix_cheatsheet.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_kernel_density_est.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_multiprocessing.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_autodock_energycomps.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_scikit_dataprocessing.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_about_feature_scaling.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_dixon_test.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_python_lda.html</loc>
<lastmod>2026-03-28T15:17:49+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_intro_supervised_learning.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_kernel_pca.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_naive_bayes_1.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_twitter_wordcloud.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2014/musicmood.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2014_ensemble_classifier.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2015_pca_in_3_steps.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/Articles/2015_singlelayer_neurons.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2015/why-python.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2015/writing-pymle.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2016/model-evaluation-selection-part1.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2016/model-evaluation-selection-part2.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2016/model-evaluation-selection-part3.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2018/semi-adversarial-nets-1.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2018/model-evaluation-selection-part4.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2019/student-gallery-1.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2019/whats-new-in-the-3rd-edition.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2020/book-review-1-architects-of-intelligence.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2020/intro-to-dl-ch01.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2020/interpretable-ml-1.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2020/numpy-intro.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2021/project-management.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2021/pytorch-deeplearning-review.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2021/ml-dl-datasets.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2021/dl-course.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2021/ml-course.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2022/ml-pytorch-book.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2022/torchmetrics.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2022/losses-learned-part1.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2022/confidence-intervals-for-ml.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2022/pytorch-m1-gpu.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2022/datapipes.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2022/lightning-app-srgan-1.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2022/lightning-app-srgan-2.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2022/batch-size-2.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2022/deep-learning-for-tabular-data.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2022/ahead-of-ai-and-whats-next.html</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/open-source-highlights-2022.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/xgboost-gpu.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/chatgpt-dilemma.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/data-augmentation-pytorch.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/detect-ai.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/llm-reading-list.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/self-attention-from-scratch.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/pytorch-faster.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/keeping-up-with-ai.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/llm-grad-accumulation.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/llm-finetuning-llama-adapter.html</loc>
<lastmod>2026-02-05T23:22:44+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/llm-finetuning-lora.html</loc>
<lastmod>2026-02-18T00:57:01+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/llm-mixed-precision-copy.html</loc>
<lastmod>2026-02-18T00:57:01+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/falcon-finetuning.html</loc>
<lastmod>2026-02-18T00:57:01+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/pytorch-memory-optimization.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/neurips2023-starter-guide.html</loc>
<lastmod>2026-02-18T00:57:01+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2023/optimizing-LLMs-dataset-perspective.html</loc>
<lastmod>2026-02-18T00:57:01+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2025/bpe-from-scratch.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2025/dgx-impressions.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2025/reading-books.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2025/hello-world-ai.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2026/state-of-ai-interview.html</loc>
<lastmod>2026-02-05T21:52:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2026/llm-architecture-gallery.html</loc>
<lastmod>2026-03-14T19:45:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/news/2019-news/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/news/2020-news/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/news/2021-news/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/news/2022-news/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/news/2023-news/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/news/2024-news/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/BemisterWolfRaschkaKuhn2020GPCR</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/CaoRaschka2020Coral</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/MirjaliliRaschka2018Ensemble</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/MirjaliliRaschka2018Semi</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/MirjaliliRaschka2019FlowSAN</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/MirjaliliRaschka2020PrivacyNet</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2013Heatmaps</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2015PyML</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2016Siteinterlock</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2017Biopandas</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2017Siteinterlock</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2018Automated</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2018Metastasis</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2018Mlxtend</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2018Protein</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2018Screenlamp</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2019GPCR</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2020GPCR</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2020PythonTrends</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2022MLwPyTorch</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2024BuildLLM</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Raschka2024MLQandAI</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/RaschkaMirjalili2017PyML2</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/RaschkaMirjalili2019PyML3</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/Yu2022FewshotVideo</loc>
</url>
<url>
<loc>https://sebastianraschka.com/bibtex/YuRaschka2020LookingBack</loc>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/aa-intelligence-index/</loc>
<lastmod>2026-03-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/about/</loc>
<lastmod>2026-03-08T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/all-books/</loc>
<lastmod>2025-12-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/best-articles/</loc>
<lastmod>2026-04-20T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/books/</loc>
<lastmod>2026-04-09T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch01/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch02/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch03/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch04/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch05/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch06/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch07/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch08/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch09/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch10/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch11/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch12/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch13/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch14/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch15/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch16/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch17/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch18/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch19/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch20/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch21/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch22/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch23/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch24/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch25/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch26/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch27/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch28/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch29/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/ch30/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/changelog/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/coffeecollection/</loc>
<lastmod>2025-12-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/contact/</loc>
<lastmod>2025-12-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/datasets/</loc>
<lastmod>2025-12-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/deep-learning-resources/</loc>
<lastmod>2025-12-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/deepseek-sparse-attention/</loc>
<lastmod>2026-03-21T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/dl-lectures/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/elsewhere/</loc>
<lastmod>2026-04-10T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/gated-attention/</loc>
<lastmod>2026-03-21T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/gqa/</loc>
<lastmod>2026-03-21T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/hybrid-attention/</loc>
<lastmod>2026-03-21T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/</loc>
<lastmod>2026-04-22T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/</loc>
<lastmod>2026-04-26T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/blog/</loc>
<lastmod>2025-12-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/06_swa/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/15_deepseek_sparse_attention/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/07_moe/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/12_qk_norm/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/13_nope/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/04_gqa/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/08_deltanet/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/11_silu/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/05_mla/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/10_rope/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/09_rmsnorm/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/14_gated_attention/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llms-from-scratch/ch04/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai-chapters/introduction/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/kv-cache-calculations/</loc>
<lastmod>2026-04-03T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/latent-moe/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/books/machine-learning-with-pytorch-and-scikit-learn/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/resources/math-for-ml/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/blog/2014/matrix_cheatsheet_table</loc>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/mha/</loc>
<lastmod>2026-03-20T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/ml-lectures-1/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/notebooks/ml-notebooks/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/pages/ml-lecture-notes-fs18/ml-overview</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/ml-q-and-ai/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/books/machine-learning-q-and-ai-sample/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/mla/</loc>
<lastmod>2026-03-21T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/moe/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/nope/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/publications/</loc>
<lastmod>2026-04-04T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/notebooks/python-notebooks/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/teaching/pytorch-1h/</loc>
<lastmod>2026-01-17T20:23:47+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/qk-norm/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/r-notes/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/rair-lab/</loc>
<lastmod>2025-12-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/recommendation-letter/</loc>
<lastmod>2025-12-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/</loc>
<lastmod>2025-12-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/software/</loc>
<lastmod>2025-12-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/start-here/</loc>
<lastmod>2026-04-20T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/teaching/stat451-fs2020/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/teaching/stat451-fs2021/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/teaching/stat453-ss2020/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/teaching/stat453-ss2021/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/teaching/stat479-fs2018/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/teaching/stat479-fs2019/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/teaching/stat479-ss2019/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/stat571-fs2020/</loc>
</url>
<url>
<loc>https://sebastianraschka.com/llm-architecture-gallery/swa/</loc>
<lastmod>2026-03-14T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/teaching/</loc>
<lastmod>2026-04-06T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/translations/</loc>
<lastmod>2025-12-27T00:00:00+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/articles-and-preprints/raschka_phd_thesis.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/dlb/appendix_a_math_notation.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/dlb/appendix_algebra%20copy.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/dlb/appendix_b_algebra.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/dlb/appendix_calculus.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/dlb/appendix_cloud-computing%20copy.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/dlb/appendix_d_calculus.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/dlb/appendix_f_numpy-intro.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/dlb/appendix_h_cloud-computing.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/dlb/appendix_numpy-intro%20copy.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/dlb/appendix_tensorflow.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/pymle/errata_1st_language.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/pymle/errata_1st_technical.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/pymle/errata_2nd_language.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/pymle/errata_2nd_technical.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/pymle/errata_3rd_language.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/pymle/errata_3rd_technical.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/books/pymle/foreword_ro.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/cheatsheets/conda-export.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/cheatsheets/dl-checks.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/cheatsheets/increase-inference-speeds-keep-architecture.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/cheatsheets/matmul.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/cv/sebastian-raschka-cv.pdf</loc>
<lastmod>2025-03-03T16:48:39+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/01-ml-overview__notes.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/01-ml-overview__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/02-knn__notes.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/02-knn__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/03-python__notes.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/05-preprocessing-and-sklearn__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/06-trees__notes.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/06-trees__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/07-ensembles__notes.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/07-ensembles__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/08-model-eval-1-intro__notes.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/08-model-eval-1-intro__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/09-eval2-ci__notes.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/09-eval2-ci__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/10_eval3-cv__notes.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/10_eval3-cv__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/11-eval4-algo__notes.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/11-eval4-algo__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/12_eval5-metrics__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs20/13_feat-sele__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/01-ml-overview__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/02-knn__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/05-preprocessing-and-sklearn__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/06-trees__slides.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/07-ensembles__slides_part1.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/07-ensembles__slides_part2.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/07-ensembles__slides_part3.pdf</loc>
<lastmod>2022-11-20T21:03:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/08-model-eval-1-intro__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/09-eval2-ci__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/10_eval3-cv__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/11-eval4-algo__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/12_eval5-metrics__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat451fs21/13_feat-sele__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/13_feat-sele__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L01-intro_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L02_dl-history_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L03_perceptron_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L04_linalg-dl_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L05_gradient-descent_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L06_pytorch_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L07_cloud-computing_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L08_logistic__slides.pdf</loc>
<lastmod>2023-02-02T18:15:57+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L09_mlp__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L10_regularization__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L11_norm-and-init__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L12_optim__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L13_intro-cnn__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L14_cnn-architectures_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L15_intro-rnn__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L16_autoencoder__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L17_vae__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L18_gan__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat453ss21/L19_seq2seq_rnn-transformers__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/01_ml-overview_notes.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/01_ml-overview_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/02_knn_notes.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/02_knn_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/03_python_notes.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/04_scipython_notes.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/05_sklearn_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/06_trees_notes.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/06_trees_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/07_ensembles_notes.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/07_ensembles_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/08_eval-intro_notes.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/08_eval-intro_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/09_eval-ci_notes.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/09_eval-ci_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/10_eval-cv_notes.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/10_eval-cv_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/11_eval-algo_notes.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/11_eval-algo_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/12_eval-metrics_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/13_feat-sele_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/14_feat-extract_slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/01-ml-overview__notes.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/01-ml-overview__slides.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/02-knn__notes.pdf</loc>
<lastmod>2022-11-20T21:03:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/02-knn__slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/03-python__notes.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/04-scipython__notes.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/05-preprocessing-and-sklearn__slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/06-trees__notes.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/06-trees__slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/07-ensembles__notes.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/07-ensembles__slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/08-model-eval-1-intro__notes.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/08-model-eval-1-intro__slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/09-eval2-ci__notes.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/09-eval2-ci__slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/10-eval3-cv__notes.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/10-eval3-cv__slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/11-eval4-algo__notes.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/11-eval4-algo__slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/12_eval5-metrics__slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479fs19/13_feat-sele__slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L01_intro_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L02_dl-history_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L03_perceptron_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L04_linalg-dl_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L05_gradient-descent_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L06_pytorch_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L07_cloud-computing_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L08_logistic_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L09_mlp_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L10_regularization_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L11_weight-init_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L12_optim_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L13_intro-cnn-part1_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L13_intro-cnn-part2_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L13_intro-cnn-part3_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L14_intro-rnn-part1_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L14_intro-rnn-part2_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L15_autoencoder_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stat479ss19/L17_gan_slides.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stuff-in-the-news/stuff-in-the-news-01.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stuff-in-the-news/stuff-in-the-news-02.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stuff-in-the-news/stuff-in-the-news-03.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stuff-in-the-news/stuff-in-the-news-04.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stuff-in-the-news/stuff-in-the-news-05.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stuff-in-the-news/stuff-in-the-news-06.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stuff-in-the-news/stuff-in-the-news-07.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stuff-in-the-news/stuff-in-the-news-08.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stuff-in-the-news/stuff-in-the-news-09.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/lecture-notes/stuff-in-the-news/stuff-in-the-news-10.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/manuscripts/ml-gpcr-bio.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/manuscripts/model-eval.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2016-siteinterlock.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2017-BioPandas.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2018-EnsembleSAN-BTAS.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2018-SAN-ICB.pdf</loc>
<lastmod>2022-11-20T21:03:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2018-dkpesbook_ch16.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2018-donor-acceptor.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2018-fak-inhibitors.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2018-genderprivacy-btas.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2018-mlxtend.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2018-screenlamp.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2019-coral1-2019-arxiv.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2019-flowsan-ieeeaccess.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2019-gpcr-costbi.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2020-ai-gpcr-arxiv1.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2020-coral.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2020-coral2-2020-july.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2020-gpcr-ai.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2020-gpcr-flex.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2020-lower-level-info.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2020-ml-trends-arxiv1.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2020-privacynet-accepted-version.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2020-privacynet-arxiv1.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2020-pythonML-mdpi.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/papers/2021-CARnet-accepted.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/posit2023/01_intro-ml__slides.pdf</loc>
<lastmod>2023-09-16T13:37:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/posit2023/02-1_scikit-learn-api__slides.pdf</loc>
<lastmod>2023-09-16T13:38:12+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/posit2023/03-1_data-processing-api__slides.pdf</loc>
<lastmod>2023-09-16T13:38:24+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/posit2023/04-1_ml-classifiers__slides.pdf</loc>
<lastmod>2023-09-16T13:38:37+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/posit2023/05-intro-dl__slides.pdf</loc>
<lastmod>2023-09-16T13:38:54+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/posit2023/06-pytorch-api.pdf</loc>
<lastmod>2023-09-16T13:39:06+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/posit2023/07-multilayer-neural-nets.pdf</loc>
<lastmod>2023-09-16T13:39:20+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/posit2023/08-accelerating-pytorch.pdf</loc>
<lastmod>2023-09-16T13:39:34+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/posit2023/09-1_finetuning-llms.pdf</loc>
<lastmod>2023-09-16T13:39:53+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/posit2023/10-conclusion.pdf</loc>
<lastmod>2023-09-16T13:40:05+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/posit2023/11-organizing-pytorch-code.pdf</loc>
<lastmod>2023-09-16T13:40:16+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/posit2023/12-advanced-techniques.pdf</loc>
<lastmod>2023-09-16T13:41:10+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/pycon2024/01_intro-to-deeplearning_compressed.pdf</loc>
<lastmod>2024-05-07T19:03:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/pycon2024/02_pytorch-api_compressed.pdf</loc>
<lastmod>2024-05-02T22:52:58+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/pycon2024/03_training-dnns_compressed.pdf</loc>
<lastmod>2024-05-07T19:03:49+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/pycon2024/04-accelerating-pytorch_compressed.pdf</loc>
<lastmod>2024-05-07T19:03:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/pycon2024/05_finetuning-llms_compressed.pdf</loc>
<lastmod>2024-05-07T19:03:50+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/pycon2024/solutions.pdf</loc>
<lastmod>2024-05-02T22:57:34+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/scipy2023/01_intro-to-deeplearning.pdf</loc>
<lastmod>2023-07-08T18:10:03+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/scipy2023/02_pytorch-api.pdf</loc>
<lastmod>2023-07-08T18:11:17+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/scipy2023/03_multilayer-neural-nets.pdf</loc>
<lastmod>2023-07-08T18:13:18+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/scipy2023/04_accelerating-pytorch.pdf</loc>
<lastmod>2023-07-08T18:14:09+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/scipy2023/05_organizing-pytorch-code.pdf</loc>
<lastmod>2023-07-08T18:14:41+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/scipy2023/06_advanced-techniques.pdf</loc>
<lastmod>2023-07-08T18:15:29+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/scipy2023/07_finetuning-llms.pdf</loc>
<lastmod>2023-07-08T18:15:55+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/scipy2023/08_conclusion.pdf</loc>
<lastmod>2023-07-08T18:20:10+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2014-12_musicmood.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2015-02_bms.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2015-02_nextgen.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2016-09_msudatascience.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2016-10_bmb-retreat_siteinterlock.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2016-11_philly-datascience-2016.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2017-08_pydata-annarbor2017-dl-tutorial.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2017-11_odsc2017-screenlamp.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2017-12_thesis-talk.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2018-02_msu-data-science.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2018-04_applied-ml-conf.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2019-07_issl-cnn-privacy.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2019-08_BigDataMadison.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2019-09_Boston_talk_compressed.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2020-04_ODSC_east.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2020-04_phcschoolofai.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2021-03_odsc-east2021.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2021-04_czi.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2021-07_HSI_talk.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2021-07_issdl-gdansk-intro-to-gans.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2021-08_pydata-jeddah.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2022-02_rework-coral-lightning.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2022-05_data-umbrella-slides.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2022-05_three-elements-pytorch.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2022-07-scipy-corn.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2024-acm.pdf</loc>
<lastmod>2024-06-04T00:52:52+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2024-build-llms.pdf</loc>
<lastmod>2024-06-04T00:52:05+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2024-llms-workflow-overview.pdf</loc>
<lastmod>2024-09-25T01:40:42+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2024-understanding-llms.pdf</loc>
<lastmod>2024-10-24T01:38:32+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2025-04-llms-whats-next.pdf</loc>
<lastmod>2025-05-06T21:39:09+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2025-04-reasoning-101.pdf</loc>
<lastmod>2025-04-24T17:19:39+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2025-foundations-and-reasoning.pdf</loc>
<lastmod>2025-02-24T13:38:48+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2026-04-pycon-keynote.pdf</loc>
<lastmod>2026-04-16T18:08:38+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/slides/2026-04-scratch-to-scale.pdf</loc>
<lastmod>2026-04-10T13:41:10+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/software/mlxtend-latest.pdf</loc>
<lastmod>2022-11-20T21:03:19+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/pdf/supplementary/calculus.pdf</loc>
<lastmod>2023-07-21T01:06:11+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/r-notes/01-installing-r.html</loc>
<lastmod>2026-03-17T18:16:07+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/r-notes/02-datatypes.html</loc>
<lastmod>2026-03-17T18:16:07+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/r-notes/03-reading-data-files.html</loc>
<lastmod>2026-04-15T08:21:09+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/r-notes/03-selection-syntax.html</loc>
<lastmod>2026-03-17T18:16:07+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/r-notes/04-functions.html</loc>
<lastmod>2026-03-17T18:16:07+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/r-notes/04-reading-data-files.html</loc>
<lastmod>2026-04-15T08:21:09+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/r-notes/05-control-structures.html</loc>
<lastmod>2026-03-17T18:16:07+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/r-notes/06-functions.html</loc>
<lastmod>2026-03-17T18:16:07+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/r-notes/07-plotting.html</loc>
<lastmod>2026-03-17T18:16:07+00:00</lastmod>
</url>
<url>
<loc>https://sebastianraschka.com/resources/r-notes/08-1sample-hypothesis-test.html</loc>
<lastmod>2026-03-17T18:16:07+00:00</lastmod>
</url>
</urlset>
