Weekly Machine Learning Opensource Roundup – Sep. 6, 2018

Examples

connect4
Solving board games like Connect4 using Reinforcement Learning Algorithms

60 Days RL Challenge
Learn Deep Reinforcement Learning in depth in 60 days

Toolsets

deepzoo
The goal of this repo is to provide a place where trained models can be shared.

MagNet
MagNet, wrapped around PyTorch, is developed with the aim of reducing boilerplate code and writing Deep Learning architectures with more grace.

lazydata
A minimalist, scalable library for including data dependencies into Python projects

Subgraphs
A Deep Learning IDE

GibsonEnv
Gibson provides reflects real-world semantic complexity through virtualizing real spaces

Mantra
A high-level, rapid development framework for machine learning projects

AgentMaps
Make social simulations on interactive maps with Javascript! Agent-based modeling for the web.

GAN Lab
An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

Models

ESRGAN
Enhanced Super-Resolution Generative Adversarial Networks

Temperature Scaling
A simple way to calibrate your neural network.

keras-seq-2-seq-signal-prediction
An implementation of a sequence to sequence neural network using an encoder-decoder (Predicting Time Series with Neural Networks)

Library

Tefla
Tefla is built on top of Tensorflow for fast prototyping of deep learning algorithms

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