Discover @monoelh Open Source projects

@monoelh

monoelh

Stars
27
Global Rank 520,106 (Top 19 %)
Followers 7
Following 11
Registered about 7 years ago
Most used languages

Jupyter Notebook
60.0 %

Python
40.0 %
Location 🇩🇪 Germany
Country Total Rank 21,926
Country Ranking

Jupyter Notebook
680

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.

Jupyter Notebook

PCAnet-HebbianPCA-kPCA-PowerPCA

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

Jupyter Notebook

numpy-net

deep learning framework written with numpy only

Jupyter Notebook

MLP-LIVE-GUI

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

MLP-GUI

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