Pinned Repositories
deep-reinforcement-learning_DDQN_PPO_HER
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.
MLP-GUI
MLP-GUI is manually coded multilayer perceptron / neural network tool for up to 3 hiddenlayers. Function based, implemented using numpy.
MLP-LIVE-GUI
MML is live tinkering tool for MLPs/neural networks up to 3 layers. Class based, implemented with numpy
numpy-net
deep learning framework written with numpy only
PCAnet-HebbianPCA-kPCA-PowerPCA
PCAnet and different PCA methods, implemented with numpy. Including powerPCA, HebbianPCA, kernelPCA and PCAnet
monoelh's Repositories
monoelh/deep-reinforcement-learning_DDQN_PPO_HER
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.
monoelh/PCAnet-HebbianPCA-kPCA-PowerPCA
PCAnet and different PCA methods, implemented with numpy. Including powerPCA, HebbianPCA, kernelPCA and PCAnet
monoelh/MLP-GUI
MLP-GUI is manually coded multilayer perceptron / neural network tool for up to 3 hiddenlayers. Function based, implemented using numpy.
monoelh/MLP-LIVE-GUI
MML is live tinkering tool for MLPs/neural networks up to 3 layers. Class based, implemented with numpy
monoelh/numpy-net
deep learning framework written with numpy only