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  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 20 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