Weekly Machine Learning Opensource Roundup – Feb. 7, 2019

Examples

nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers

neural-nets-sim
McCulloch & Pitts created a computation model of how neurons fire in our brains. This project is a simulator of that model.

Toolsets

gpu-sentry
Flask-based package for monitoring utilisation of nVidia GPUs.

hanabi-learning-environment
A research platform for Hanabi experiments

simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition

Models

SuperNNova
An open-source framework for Bayesian, Neural Network based supernova classification

MHGAN
Metropolis-Hastings GAN in Tensorflow for enhanced generator sampling

fast-tsetlin-machine-in-cuda-with-imdb-demo
A CUDA implementation of the Tsetlin Machine based on bitwise operators

XLM
PyTorch original implementation of Cross-lingual Language Model Pretraining.

StyleGAN
A new architecture leads to an automatically learned, unsupervised separation of high-level attributes and stochastic variation in the generated images.

Libraries

StanfordNLP
Official Stanford NLP Python Library for Many Human Languages

Hypergraph
A Graph manager for python focused on global optimization methods and hyperparameter optimization

Mushroom
A Python library for Reinforcement Learning experiments.

tsalib
Tensor Shape (Annotation) Library (numpy, tensorflow, pytorch, etc) to track, transform and ensure validity of tensor shapes

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