Weekly Machine Learning Opensource Roundup – July 19, 2018

Example

generating-music
A trial to create a generative model capable of composing polyphonic music. Contrary to other work in the same field, the goal was to generate music with multiple instruments playing simultaneously to cover a broader musical space.

Toolsets

speedrun
A toolkit to help you deploy and manage your machine learning experiments to be well-documented and reproducible.

UCI-ML-API
Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)

snake.ai
A framework to study competing AI agents in a multi-player snake game. The multiagent nature of this game provides endless opportunities to explore RL algorithms and is also a nice way of assessing the relative performance of each methods.

Models

Compare GAN
This code was used in Are GANs Created Equal? A Large-Scale Study and in The GAN Landscape: Losses, Architectures, Regularization, and Normalization.

text-classification-models-tf
Tensorflow implementations of Text Classification Models.

Hierarchical Attention Network
Implementation of Hierarchical Attention Networks in PyTorch

Libraries

Kerasify
A small library for running trained Keras models from a C++ application

pocket-tensor
Run Keras models from a C++ application on embedded devices

LightNet*
A minimize inference neural network fork from Darknet to run simple and practical networks on lightweight mobile devices.

 

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