├── README.md ├── genetic ├── introduction │ ├── js │ │ └── simple_genetic_example.js │ └── simple_genetic_exemple.html └── zombies │ ├── .gitignore │ ├── CONTRIBUTE.md │ ├── DEVELOPMENT.md │ ├── README.md │ ├── demo │ ├── README.md │ ├── app.js │ ├── app.yaml │ ├── package.json │ └── webapp │ │ ├── index.html │ │ └── public │ │ ├── css │ │ └── general.css │ │ ├── images │ │ ├── boy.png │ │ ├── bullet.png │ │ ├── girl.png │ │ └── zombie.png │ │ └── js │ │ ├── index.js │ │ └── utils.js │ ├── package.json │ ├── src │ └── index.ts │ ├── tsconfig.json │ ├── typedoc.json │ └── webpack.config.js ├── images ├── algorithm_q_learning.png ├── optimal_action_value_function.png ├── q_function_loss_without_target.png └── q_learning_loss_with_target.png ├── meta-learning ├── Meta Learning.ipynb └── Neural Turing Machine.ipynb ├── metacar └── index.html ├── rl ├── GridWorld.ipynb ├── actor_critic.py ├── demo_gym.py ├── dqn.py ├── dqn_use.py ├── grid_world_q_learning.py ├── policy_gradient.py ├── policy_gradient_continuous_actions.py ├── q_learning.py ├── q_learning_nn.html ├── q_learning_visu.html ├── sticks.py ├── test_human.py └── tictactoe.py ├── tensorflow-js └── teachable_machine.html └── tensorflow ├── Eager Execution.ipynb ├── Keras Cheat Sheet .ipynb └── TensorFlow MNIST tutorial.ipynb /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/README.md -------------------------------------------------------------------------------- /genetic/introduction/js/simple_genetic_example.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/introduction/js/simple_genetic_example.js -------------------------------------------------------------------------------- /genetic/introduction/simple_genetic_exemple.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/introduction/simple_genetic_exemple.html -------------------------------------------------------------------------------- /genetic/zombies/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/.gitignore -------------------------------------------------------------------------------- /genetic/zombies/CONTRIBUTE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/CONTRIBUTE.md -------------------------------------------------------------------------------- /genetic/zombies/DEVELOPMENT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/DEVELOPMENT.md -------------------------------------------------------------------------------- /genetic/zombies/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/README.md -------------------------------------------------------------------------------- /genetic/zombies/demo/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/demo/README.md -------------------------------------------------------------------------------- /genetic/zombies/demo/app.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/demo/app.js -------------------------------------------------------------------------------- /genetic/zombies/demo/app.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/demo/app.yaml -------------------------------------------------------------------------------- /genetic/zombies/demo/package.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/demo/package.json -------------------------------------------------------------------------------- /genetic/zombies/demo/webapp/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/demo/webapp/index.html -------------------------------------------------------------------------------- /genetic/zombies/demo/webapp/public/css/general.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/demo/webapp/public/css/general.css -------------------------------------------------------------------------------- /genetic/zombies/demo/webapp/public/images/boy.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/demo/webapp/public/images/boy.png -------------------------------------------------------------------------------- /genetic/zombies/demo/webapp/public/images/bullet.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/demo/webapp/public/images/bullet.png -------------------------------------------------------------------------------- /genetic/zombies/demo/webapp/public/images/girl.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/demo/webapp/public/images/girl.png -------------------------------------------------------------------------------- /genetic/zombies/demo/webapp/public/images/zombie.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/demo/webapp/public/images/zombie.png -------------------------------------------------------------------------------- /genetic/zombies/demo/webapp/public/js/index.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/demo/webapp/public/js/index.js -------------------------------------------------------------------------------- /genetic/zombies/demo/webapp/public/js/utils.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/demo/webapp/public/js/utils.js -------------------------------------------------------------------------------- /genetic/zombies/package.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/package.json -------------------------------------------------------------------------------- /genetic/zombies/src/index.ts: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/src/index.ts -------------------------------------------------------------------------------- /genetic/zombies/tsconfig.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/tsconfig.json -------------------------------------------------------------------------------- /genetic/zombies/typedoc.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/typedoc.json -------------------------------------------------------------------------------- /genetic/zombies/webpack.config.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/genetic/zombies/webpack.config.js -------------------------------------------------------------------------------- /images/algorithm_q_learning.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/images/algorithm_q_learning.png -------------------------------------------------------------------------------- /images/optimal_action_value_function.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/images/optimal_action_value_function.png -------------------------------------------------------------------------------- /images/q_function_loss_without_target.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/images/q_function_loss_without_target.png -------------------------------------------------------------------------------- /images/q_learning_loss_with_target.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/images/q_learning_loss_with_target.png -------------------------------------------------------------------------------- /meta-learning/Meta Learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/meta-learning/Meta Learning.ipynb -------------------------------------------------------------------------------- /meta-learning/Neural Turing Machine.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/meta-learning/Neural Turing Machine.ipynb -------------------------------------------------------------------------------- /metacar/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/metacar/index.html -------------------------------------------------------------------------------- /rl/GridWorld.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/GridWorld.ipynb -------------------------------------------------------------------------------- /rl/actor_critic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/actor_critic.py -------------------------------------------------------------------------------- /rl/demo_gym.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/demo_gym.py -------------------------------------------------------------------------------- /rl/dqn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/dqn.py -------------------------------------------------------------------------------- /rl/dqn_use.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/dqn_use.py -------------------------------------------------------------------------------- /rl/grid_world_q_learning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/grid_world_q_learning.py -------------------------------------------------------------------------------- /rl/policy_gradient.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/policy_gradient.py -------------------------------------------------------------------------------- /rl/policy_gradient_continuous_actions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/policy_gradient_continuous_actions.py -------------------------------------------------------------------------------- /rl/q_learning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/q_learning.py -------------------------------------------------------------------------------- /rl/q_learning_nn.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/q_learning_nn.html -------------------------------------------------------------------------------- /rl/q_learning_visu.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/q_learning_visu.html -------------------------------------------------------------------------------- /rl/sticks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/sticks.py -------------------------------------------------------------------------------- /rl/test_human.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/test_human.py -------------------------------------------------------------------------------- /rl/tictactoe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/rl/tictactoe.py -------------------------------------------------------------------------------- /tensorflow-js/teachable_machine.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/tensorflow-js/teachable_machine.html -------------------------------------------------------------------------------- /tensorflow/Eager Execution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/tensorflow/Eager Execution.ipynb -------------------------------------------------------------------------------- /tensorflow/Keras Cheat Sheet .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/tensorflow/Keras Cheat Sheet .ipynb -------------------------------------------------------------------------------- /tensorflow/TensorFlow MNIST tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thibo73800/aihub/HEAD/tensorflow/TensorFlow MNIST tutorial.ipynb --------------------------------------------------------------------------------