Pinned Loading

1. deep-reinforcement-learning_DDQN_PPO_HER deep-reinforcement-learning_DDQN_PPO_HER Public

   MLP-framework (pure numpy) and DDQN-framework for OpenAI's Gym games. +test code for PPO added. +Hindsight Experience Replay(HER) bitflip-DQN example. +prioritized replay.

   Jupyter Notebook 19 2

2. MLP-LIVE-GUI MLP-LIVE-GUI Public

   MML is live tinkering tool for MLPs/neural networks up to 3 layers. Class based, implemented with numpy

   Python 1 1

3. numpy-net numpy-net Public

   deep learning framework written with numpy only

   Jupyter Notebook 1

4. PCAnet-HebbianPCA-kPCA-PowerPCA PCAnet-HebbianPCA-kPCA-PowerPCA Public

   PCAnet and different PCA methods, implemented with numpy. Including powerPCA, HebbianPCA, kernelPCA and PCAnet

   Jupyter Notebook 4 5

5. MLP-GUI MLP-GUI Public

   MLP-GUI is manually coded multilayer perceptron / neural network tool for up to 3 hiddenlayers. Function based, implemented using numpy.

   Python 1