Weekly Machine Learning Opensource Roundup – Dec. 27, 2018

Examples

christmAIs
Text to abstract art generation for the holidays!

Data Science Cheatsheets
List of Data Science Cheatsheets to rule the world

tetris_mcts
Learning to play Tetris with Monte Carlo Tree Search and Temporal Difference Learning

Reinforcement Learning (RL) Tutorial
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

GNNPapers
Must-read papers on GNN (Graph Neural Network)

Toolset

dolphinbeat
An application that pulls MySQL binlog, parses binlog and pushs incremental update data into different sinks, for example, kafka.

Models

Super-SloMo
PyTorch implementation of Super SloMo by Jiang et al.

3D Convolutional Neural Networks for Speaker Verification
This repository contains the Pytorch code release for our paper titled as “Text-Independent Speaker Verification Using 3D Convolutional Neural Networks”.

FaceBoxes
A CPU Real-time Face Detector with High Accuracy, IJCB, 2017

PointNet-PyTorch
A PyTorch implementation of PointNet, with comprehensive experiments.

Libraries

pennylane
PennyLane is a cross-platform Python library for quantum machine learning, automatic differentiation, and optimization of hybrid quantum-classical computations

flashlight
A fast, flexible machine learning library written entirely in C++ from FAIR Speech Team and the creators of Torch and DeepSpeech to support both CPU and GPU backends for maximum efficiency and scale.

torchgan
Research Framework for easy and efficient training of GANs based on Pytorch

privacy
Library for training machine learning models with privacy for training data

nevergrad
A Python toolbox for performing gradient-free optimization

 

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