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monoelh

monoelh

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monoelh's 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.

Language:Jupyter NotebookStargazers:20Issues:0Issues:1

PCAnet-HebbianPCA-kPCA-PowerPCA

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

Language:Jupyter NotebookStargazers:4Issues:0Issues:0

MLP-GUI

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

Language:PythonStargazers:1Issues:0Issues:2

MLP-LIVE-GUI

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

Language:PythonStargazers:1Issues:0Issues:0

numpy-net

deep learning framework written with numpy only

Language:Jupyter NotebookStargazers:1Issues:0Issues:0