Weekly Machine Learning Opensource Roundup – Nov. 16, 2017

Examples

PySC2 Examples
StarCraft II – PySC2 Deep Reinforcement Learning Examples

DeepNLP Models Pytorch
Pytorch implementations of various Deep NLP models in Stanford CS 224N

Data Science Delivered
Observations from Ian on successfully delivering data science products

State-of-the-art result for all Machine Learning Problems
This repository provides up-to-date state of the art (SoTA) results for all machine learning problems.

Toolsets

Carla
Open-source simulator for autonomous driving research.

MNIST Sequence
Generate image dataset for sequences of handwritten digits using MNIST database

Egal
easy drawing in jupyter

Yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.

Models

Fader Networks Tensorflow
A trial of disentangling the information of a face and changing the image by varying different attributes of the image.

BayesGAN
Tensorflow code for the Bayesian GAN

UMAP
Uniform Manifold Approximation and Projection

Libraries

Django AI
Artificial Intelligence for Django

SiaNet
A C# deep learning wrapper on top of CNTK

frugally-deep
Header-only library for using Keras models in C++.

Thinc
spaCy’s Machine Learning library for NLP in Python

ELI5
A library for debugging/inspecting machine learning classifiers and explaining their predictions

DNNLibrary
Run neural network using the new NNAPI on Android !


Looking into adding your repo? tweet to @stkim1!

2 thoughts on “Weekly Machine Learning Opensource Roundup – Nov. 16, 2017

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