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| Name | Last modified | Size | Description |
|---|---|---|---|---|
| Parent Directory | - | ||
| 01_Introduction.zip | 2023-12-14 03:36 | 33M | |
| 02_ProbabilityReview.zip | 2023-12-14 03:36 | 18M | |
| 03_BayesianDecisionTheory1_V2.zip | 2023-12-14 03:36 | 14M | |
| 04_BayesianDecisionTheory2_V2.zip | 2023-12-14 03:36 | 14M | |
| 05_Density Estimation ML_V2.zip | 2023-12-14 03:36 | 8.3M | |
| 06_KNN & KD Estimation_V1.zip | 2023-12-14 03:36 | 3.9M | |
| 07_Linear Discriminant Functions.zip | 2023-12-14 03:36 | 15M | |
| 08_Introduction to Kernel Methods_V1.zip | 2023-12-14 03:36 | 1.3M | |
| 09_support vector machine.zip | 2023-12-14 03:36 | 526K | |
| 10_Ensemble Methods.zip | 2023-12-14 03:36 | 2.0M | |
| 11_Image Classification with Linear Classifiers.zip | 2023-12-14 04:08 | 6.6M | |
| 12_Regularization and Optimization.zip | 2023-12-14 04:08 | 5.6M | |
| 13_Neural Networks and Backprop.zip | 2023-12-14 04:08 | 5.2M | |
| 14_Convolutional Neural Networks.zip | 2023-12-14 04:08 | 12M | |