├── .gitignore ├── 0_intro_material ├── Lab_01_Intro_Colab.ipynb ├── Lab_02_Intro_JAX.ipynb ├── Lab_03_Intro_Numpy.ipynb ├── Lab_04_Intro_Plotting.ipynb └── README.md ├── 1_vision ├── ComputerVisionPart1.ipynb ├── ComputerVisionPart1_solution.ipynb ├── ComputerVisionPart2.ipynb ├── ComputerVisionPart2_solution.ipynb ├── ComputerVisionPart3.ipynb ├── ComputerVisionPart3_solution.ipynb └── README.md ├── 2_nlp ├── NLP_tutorial.ipynb ├── NLP_tutorial_solutions.ipynb └── README.md ├── 3_generative ├── README.md ├── VAE_Tutorial_Solutions.ipynb └── VAE_Tutorial_Start.ipynb ├── 4_rl ├── README.md ├── RL_Tutorial.ipynb └── RL_Tutorial_solutions.ipynb ├── LICENSE ├── README.md └── assets ├── vision_part1_im_rotate.jpg └── vision_part1_pixel_permutation.jpg /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/.gitignore -------------------------------------------------------------------------------- /0_intro_material/Lab_01_Intro_Colab.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/0_intro_material/Lab_01_Intro_Colab.ipynb -------------------------------------------------------------------------------- /0_intro_material/Lab_02_Intro_JAX.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/0_intro_material/Lab_02_Intro_JAX.ipynb -------------------------------------------------------------------------------- /0_intro_material/Lab_03_Intro_Numpy.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/0_intro_material/Lab_03_Intro_Numpy.ipynb -------------------------------------------------------------------------------- /0_intro_material/Lab_04_Intro_Plotting.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/0_intro_material/Lab_04_Intro_Plotting.ipynb -------------------------------------------------------------------------------- /0_intro_material/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/0_intro_material/README.md -------------------------------------------------------------------------------- /1_vision/ComputerVisionPart1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/1_vision/ComputerVisionPart1.ipynb -------------------------------------------------------------------------------- /1_vision/ComputerVisionPart1_solution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/1_vision/ComputerVisionPart1_solution.ipynb -------------------------------------------------------------------------------- /1_vision/ComputerVisionPart2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/1_vision/ComputerVisionPart2.ipynb -------------------------------------------------------------------------------- /1_vision/ComputerVisionPart2_solution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/1_vision/ComputerVisionPart2_solution.ipynb -------------------------------------------------------------------------------- /1_vision/ComputerVisionPart3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/1_vision/ComputerVisionPart3.ipynb -------------------------------------------------------------------------------- /1_vision/ComputerVisionPart3_solution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/1_vision/ComputerVisionPart3_solution.ipynb -------------------------------------------------------------------------------- /1_vision/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/1_vision/README.md -------------------------------------------------------------------------------- /2_nlp/NLP_tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/2_nlp/NLP_tutorial.ipynb -------------------------------------------------------------------------------- /2_nlp/NLP_tutorial_solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/2_nlp/NLP_tutorial_solutions.ipynb -------------------------------------------------------------------------------- /2_nlp/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/2_nlp/README.md -------------------------------------------------------------------------------- /3_generative/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/3_generative/README.md -------------------------------------------------------------------------------- /3_generative/VAE_Tutorial_Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/3_generative/VAE_Tutorial_Solutions.ipynb -------------------------------------------------------------------------------- /3_generative/VAE_Tutorial_Start.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/3_generative/VAE_Tutorial_Start.ipynb -------------------------------------------------------------------------------- /4_rl/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/4_rl/README.md -------------------------------------------------------------------------------- /4_rl/RL_Tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/4_rl/RL_Tutorial.ipynb -------------------------------------------------------------------------------- /4_rl/RL_Tutorial_solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/4_rl/RL_Tutorial_solutions.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/README.md -------------------------------------------------------------------------------- /assets/vision_part1_im_rotate.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/assets/vision_part1_im_rotate.jpg -------------------------------------------------------------------------------- /assets/vision_part1_pixel_permutation.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/M2Lschool/tutorials2021/HEAD/assets/vision_part1_pixel_permutation.jpg --------------------------------------------------------------------------------