<?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>/en/latest/notebooks/01-foundations/Bayes_Theorem_Student/</loc>
</url>
<url>
<loc>/en/latest/notes/Correlation_Coefficient/</loc>
</url>
<url>
<loc>/en/latest/notes/DIY-LinReg-Plus/</loc>
</url>
<url>
<loc>/en/latest/notes/Linear_regression_derivation/</loc>
</url>
<url>
<loc>/en/latest/notes/backprop/</loc>
</url>
<url>
<loc>/en/latest/bayes-practice/</loc>
</url>
<url>
<loc>/en/latest/notebooks/09-dense-neural-networks/</loc>
</url>
<url>
<loc>/en/latest/notebooks/11-transfer-and-time-series/</loc>
</url>
<url>
<loc>/en/latest/notebooks/06-classification/</loc>
</url>
<url>
<loc>/en/latest/notebooks/10-cnns/</loc>
</url>
<url>
<loc>/en/latest/notebooks/04-first-pipeline/</loc>
</url>
<url>
<loc>/en/latest/notebooks/01-foundations/</loc>
</url>
<url>
<loc>/en/latest/notebooks/05-regression-plus/</loc>
</url>
<url>
<loc>/en/latest/notebooks/02-regression-correlation/</loc>
</url>
<url>
<loc>/en/latest/notebooks/07-svm-cv-ensembles/</loc>
</url>
<url>
<loc>/en/latest/notebooks/08-anomaly/</loc>
</url>
<url>
<loc>/en/latest/notebooks/03-linear-algebra/</loc>
</url>
<url>
<loc>/en/latest/notebooks/12-rnns-seq2seq/</loc>
</url>
<url>
<loc>/en/latest/notebooks/13-transformers-generative/</loc>
</url>
<url>
<loc>/en/latest/</loc>
</url>
<url>
<loc>/en/latest/notebook-viewer/</loc>
</url>
<url>
<loc>/en/latest/notebooks/08-anomaly/notes/</loc>
</url>
<url>
<loc>/en/latest/patch/</loc>
</url>
<url>
<loc>/en/latest/python/</loc>
</url>
<url>
<loc>/en/latest/readme-mac-metal/</loc>
</url>
<url>
<loc>/en/latest/research-list/</loc>
</url>
<url>
<loc>/en/latest/setup/</loc>
</url>
<url>
<loc>/en/latest/notes/svd_notes_ml/</loc>
</url>
<url>
<loc>/en/latest/notebooks/13-transformers-generative/transformer_nmt_questions/</loc>
</url>
<url>
<loc>/en/latest/notes/translation_examples/</loc>
</url>
<url>
<loc>/en/latest/notes/vae_notes/</loc>
</url>
<url>
<loc>/en/latest/notebooks/01-foundations/weather-columns/</loc>
</url>
<url>
<loc>/en/latest/notebooks/01-foundations/weather_exercises/</loc>
</url>
<url>
<loc>/en/latest/bayes-practice.pdf</loc>
<lastmod>2026-08-19T15:42:44-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/01-foundations/Bayes_Theorem_Student.html</loc>
<lastmod>2026-08-19T15:43:55-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/01-foundations/Quick-Intro-To-Python.html</loc>
<lastmod>2026-08-19T15:43:56-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/01-foundations/Quick-Intro-To-Python_Key.html</loc>
<lastmod>2026-08-19T15:43:57-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/01-foundations/weather.html</loc>
<lastmod>2026-08-19T15:43:58-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/01-foundations/weather_teacher.html</loc>
<lastmod>2026-08-19T15:43:59-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/02-regression-correlation/Correlation.html</loc>
<lastmod>2026-08-19T15:44:00-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/02-regression-correlation/Least-Squares.html</loc>
<lastmod>2026-08-19T15:44:01-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/02-regression-correlation/Numpy-Intro.html</loc>
<lastmod>2026-08-19T15:44:02-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/03-linear-algebra/Intro_to_Matrices_in_NumPy.html</loc>
<lastmod>2026-08-19T15:44:03-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/03-linear-algebra/Linear_Algebra_and_Python.html</loc>
<lastmod>2026-08-19T15:44:04-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/03-linear-algebra/Matrices_Index_Warmup-Student.html</loc>
<lastmod>2026-08-19T15:44:05-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/04-first-pipeline/Bayes-Error-Student.html</loc>
<lastmod>2026-08-19T15:44:06-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/04-first-pipeline/Mushroom_Key.html</loc>
<lastmod>2026-08-19T15:44:08-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/04-first-pipeline/Mushroom_Student.html</loc>
<lastmod>2026-08-19T15:44:09-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/05-regression-plus/Image-Compression.html</loc>
<lastmod>2026-08-19T15:44:10-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/05-regression-plus/Life_Expectancy.html</loc>
<lastmod>2026-08-19T15:44:11-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/05-regression-plus/Life_Expectancy_Student.html</loc>
<lastmod>2026-08-19T15:44:12-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/05-regression-plus/Life_Part_2.html</loc>
<lastmod>2026-08-19T15:44:13-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/05-regression-plus/Life_Part_2_Student.html</loc>
<lastmod>2026-08-19T15:44:14-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/05-regression-plus/Low_Rank_Matrix_Approximations.html</loc>
<lastmod>2026-08-19T15:44:15-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/05-regression-plus/PCA.html</loc>
<lastmod>2026-08-19T15:44:16-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/05-regression-plus/Test_Scores.html</loc>
<lastmod>2026-08-19T15:44:18-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/05-regression-plus/Visualizing_Transformation_Matrices.html</loc>
<lastmod>2026-08-19T15:44:19-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/06-classification/Cancer_Logistic_Student.html</loc>
<lastmod>2026-08-19T15:44:20-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/06-classification/Cancer_Logistic_Student_Key.html</loc>
<lastmod>2026-08-19T15:44:22-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/06-classification/Decision_Tree_Student.html</loc>
<lastmod>2026-08-19T15:44:22-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/06-classification/digits-key.html</loc>
<lastmod>2026-08-19T15:44:24-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/06-classification/digits-student.html</loc>
<lastmod>2026-08-19T15:44:24-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/06-classification/knn-Key.html</loc>
<lastmod>2026-08-19T15:44:25-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/06-classification/knn-Student.html</loc>
<lastmod>2026-08-19T15:44:26-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/07-svm-cv-ensembles/CrossValidation.html</loc>
<lastmod>2026-08-19T15:44:28-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/07-svm-cv-ensembles/Ensemble_Methods.html</loc>
<lastmod>2026-08-19T15:44:29-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/07-svm-cv-ensembles/Notes-SVM.html</loc>
<lastmod>2026-08-19T15:44:30-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/07-svm-cv-ensembles/SVM_Lab-Student.html</loc>
<lastmod>2026-08-19T15:44:31-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/07-svm-cv-ensembles/Twitter-Airline.html</loc>
<lastmod>2026-08-19T15:44:32-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/07-svm-cv-ensembles/Twitter.html</loc>
<lastmod>2026-08-19T15:44:33-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/08-anomaly/CreditCard.html</loc>
<lastmod>2026-08-19T15:44:34-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/08-anomaly/GMM-credit.html</loc>
<lastmod>2026-08-19T15:44:35-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/08-anomaly/SMOTE-credit.html</loc>
<lastmod>2026-08-19T15:44:36-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/08-anomaly/Untitled.html</loc>
<lastmod>2026-08-19T15:44:37-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/09-dense-neural-networks/Activation-Functions.html</loc>
<lastmod>2026-08-19T15:44:38-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/09-dense-neural-networks/Softmax.html</loc>
<lastmod>2026-08-19T15:44:39-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/10-cnns/CIFAR10_Training%20copy.html</loc>
<lastmod>2026-08-19T15:44:41-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/10-cnns/CIFAR10_Training.html</loc>
<lastmod>2026-08-19T15:44:42-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/10-cnns/ImageConvolutions.html</loc>
<lastmod>2026-08-19T15:44:43-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/10-cnns/alexnet.html</loc>
<lastmod>2026-08-19T15:44:44-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/11-transfer-and-time-series/AAPL.html</loc>
<lastmod>2026-08-19T15:44:45-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/11-transfer-and-time-series/Birds.html</loc>
<lastmod>2026-08-19T15:44:46-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/12-rnns-seq2seq/Neural-Machine-Translation-Starter.html</loc>
<lastmod>2026-08-19T15:44:47-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/12-rnns-seq2seq/Shakespeare_Student.html</loc>
<lastmod>2026-08-19T15:44:48-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/12-rnns-seq2seq/sentiment_analysis-student.html</loc>
<lastmod>2026-08-19T15:44:49-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/12-rnns-seq2seq/seq2seq_nmt_pytorch_hf_reference.html</loc>
<lastmod>2026-08-19T15:44:50-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/12-rnns-seq2seq/seq2seq_nmt_reference.html</loc>
<lastmod>2026-08-19T15:44:52-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/13-transformers-generative/PytorchTutorial.html</loc>
<lastmod>2026-08-19T15:44:53-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/13-transformers-generative/VAE_celeba_student.html</loc>
<lastmod>2026-08-19T15:44:54-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/13-transformers-generative/charGPT_assignment.html</loc>
<lastmod>2026-08-19T15:44:55-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/13-transformers-generative/charGPT_assignment_key.html</loc>
<lastmod>2026-08-19T15:44:57-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/13-transformers-generative/image_captioning_assignment.html</loc>
<lastmod>2026-08-19T15:44:58-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/13-transformers-generative/image_captioning_key.html</loc>
<lastmod>2026-08-19T15:45:00-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notebooks/13-transformers-generative/transformer_nmt_with_spanish.html</loc>
<lastmod>2026-08-19T15:45:02-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notes/Correlation_Coefficient.pdf</loc>
<lastmod>2026-08-19T15:42:44-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notes/Linear_regression_derivation.pdf</loc>
<lastmod>2026-08-19T15:42:44-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notes/Multilinear_regression.html</loc>
<lastmod>2026-08-19T15:42:44-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notes/bayes-notes.pdf</loc>
<lastmod>2026-08-19T15:42:44-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notes/d2l.ai-LeNet.pdf</loc>
<lastmod>2026-08-19T15:42:44-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notes/jupyter-kernel-tutorial.html</loc>
<lastmod>2026-08-19T15:42:44-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notes/lenet-min.pdf</loc>
<lastmod>2026-08-19T15:42:44-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notes/tljh-connection-guide.html</loc>
<lastmod>2026-08-19T15:42:44-04:00</lastmod>
</url>
<url>
<loc>/en/latest/notes/vae_notes.pdf</loc>
<lastmod>2026-08-19T15:42:44-04:00</lastmod>
</url>
<url>
<loc>/en/latest/statistics.html</loc>
<lastmod>2026-08-19T15:42:44-04:00</lastmod>
</url>
</urlset>
