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1. deep_learning deep_learning Public

   Different deep learning projects using PyTorch exploring topics like feedforward neural networks, convolutional neural networks, recurrent neural networks and generative adversarial networks 🧠

   Python

2. chatbot chatbot Public

   A chatbot built of a seq2seq RNN model with an added attention mechanism to the decoder 🤖

   Python 4

3. rl-peg-solitaire rl-peg-solitaire Public

   Solving Peg Solitaire using a general-purpose Actor-Critic Reinforcement Learner 🦾

   Python

4. on-policy-mcts on-policy-mcts Public

   Monte Carlo Search Tree for training shared Actor-Critic-Network on the game Hex🏋️

   Python 6

5. dcgan dcgan Public

   DCGAN in PyTorch as explained on https://arxiv.org/abs/1511.06434

   Python

6. rock-paper-scissors rock-paper-scissors Public

   Using Convolutional Neural Networks and transfer learning to predict rock, paper or scissors in real-time from webcamera on your own computer ✂️

   Python