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| Name | Last modified | Size | Description |
|---|---|---|---|---|
| Parent Directory | - | ||
| 03_bias_variance_tradeoff.R | 2023-01-24 10:43 | 1.6K | |
| 03_bias_variance_tradeoff_and_CV.R | 2026-01-29 10:42 | 3.7K | |
| 04_trees.R | 2026-02-03 10:24 | 4.2K | |
| 05_random_forest.R | 2024-02-06 11:24 | 1.8K | |
| 07_histogram_classifier.R | 2022-02-15 10:19 | 2.4K | |
| 09_vector_space_of_fns.R | 2022-02-15 10:40 | 4.4K | |
| 12_l1_vs_l2.R | 2024-02-29 12:47 | 2.0K | |
| 14_grad_descent.R | 2022-03-01 13:31 | 1.7K | |
| 15_Adaboost.R | 2023-03-14 10:30 | 6.1K | |
| 15_Adaboost_demo.R | 2023-03-14 10:17 | 6.4K | |
| 15_Gradient_boosting_code.R | 2023-03-09 18:18 | 1.3K | |
| 15_trees.R | 2022-03-10 15:49 | 4.4K | |
| 16_Gradient_boosting_linear.R | 2024-03-12 11:53 | 2.0K | |
| Intro_slides.pdf | 2022-01-20 11:20 | 1.1M | |
| Notation.pdf | 2024-01-17 18:44 | 128K | |
| Qu1.pdf | 2026-02-01 21:07 | 173K | |
| Qu1_sol.pdf | 2024-02-09 12:58 | 198K | |
| Qu2.pdf | 2024-02-20 15:44 | 155K | |
| Qu2_sol.pdf | 2024-03-07 17:44 | 184K | |
| Qu3.pdf | 2024-01-17 18:45 | 166K | |
| Qu3_sol.pdf | 2024-03-07 17:44 | 202K | |
| notes.pdf | 2024-03-12 10:47 | 650K | |
| notes_cur.pdf | 2026-02-05 11:47 | 424K | |