Weekly Machine Learning Opensource Roundup – Dec. 14, 2017

Examples

NIPS 2017
Here’s a list of resources and slides of all invited talks, tutorials and workshops at Neural Information Processing Systems (NIPS) 2017 conference.

Keras Image Captioning
An implementation of image captioning in Keras

Scene Scoop
A tool to describe the content of videos and suggest similar scenes in other videos/films.

Sentiment Analysis on Twitter data
Sentiment analysis over twitter data (deep learning) in Python

Here Is Wally
Deep learning project that solves Where’s Waldo puzzles by finding Waldo in an image

Toolsets

FlashText
Extract Keywords from sentence or Replace keywords in sentences, based on the FlashText algorithm.

FacebookResearch House3D
A Realistic and Rich 3D environment which consists of thousands of indoor scenes equipped with a diverse set of scene types, layouts and objects sourced from the SUNCG dataset.

Model

SampleRNN
An Unconditional End-to-End Neural Audio Generation Model

Libraries

Skorch
A scikit-learn compatible neural network library that wraps PyTorch

Ignite
A high-level library to help with training neural networks in PyTorch.

MAgent
A research platform for many-agent reinforcement learning. Unlike previous research platforms that focus on reinforcement learning research with a single agent or only few agents, MAgent aims at supporting reinforcement learning research that scales up from hundreds to millions of agents.


Looking into adding your repo? tweet to @stkim1!

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