Weekly Machine Learning Opensource Roundup – Nov. 30, 2017

Examples

Data Science Retreat RL
Reinforcement Learning course at Data Science Retreat

RamFuzz
Combining Unit Tests, Fuzzing, and AI

YodaSpeak
Translating English to Yoda English using Sequence-to-Sequence with Tensorflow.

Reversi AlphaZero
Reversi Reinforcement Learning by AlphaGo Zero methods.

Toolsets

DeepMind Pycolab
A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

Xeus
C++ implementation of the Jupyter kernel protocol

PixelAnnotationTool
Annotate images quickly.

Candis
An open source data mining suite for DNA microarrays that consists of a wide collection of tools you require, right from Data Extraction to Model Deployment.

pynb
Jupyter Notebooks as plain Python code with embedded Markdown text

parfit
A package for parallelizing the fit and flexibly scoring of sklearn machine learning models, with optional plotting routines.

Viz Torch Optim
Visualizing Pytorch Optimizers as 3D Animations

Models

SVCCA
Implementation of Canonical Correlation Analysis on deep neural network representations

OptNet
Differentiable Optimization as a Layer in Neural Networks

StarGAN
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

Libraries

OSQP
The Operator Splitting QP Solver

xLearn
High Performance, Easy-to-use, and Scalable Machine Learning Package

Metorikku
A simplified, lightweight ELT (Extract, Load, Transform) Framework based on Apache Spark

CVXPY
A Python-embedded modeling language for convex optimization problems.

CardIO
A library for data science research of heart signals

DeepChem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

TensorMol
Tensorflow + Molecules = TensorMol


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