Course DLS (from MIPT)

Description:

1. LinearModels - Logistic regression class and regulation methods.
2. DLS_kaggle_1 - predicting customer churn.
3. Dense_and_convolutional_nn - create own LinearRegression class, also comparison different activation function in CNN.
4. Recognize_Sim - use CNN to recognize diff heros on pictures, also use and compare transfer learning NN (use vgg19_bn), compare score in Kaagle competition.
5. Semantic_segmentation - segmentation of medical images (use SegNet, U-net and different loss-function ( focal, bce, dice, lovasz)).