Weekly Machine Learning Opensource Roundup – Mar. 8, 2018

Examples

TrufflePig
A Steemit Curation Bot based on Natural Language Processing and Machine Learning.

Cat DCGAN
A DCGAN that generate Cat pictures

Sentence Space
Generating gradients, exploring neighborhoods.

Toolsets

NMT-Keras
Neural Machine Translation with Keras (Theano/Tensorflow)

MMdnn
A set of tools to help users inter-operate among different deep learning frameworks

Models

NeuroSAT
An experimental SAT solver that is learned using single-bit supervision only

PyTorch Dilated RNN
PyTorch implementation of Dilated Recurrent Neural Networks (DilatedRNN)

TensorFlow ImageNet
High performance (hopefully!) training of ImageNet TensorFlow Models – Training and SOTA checkpoints

PyTorch i-RevNet
Pytorch implementation of i-RevNets, Deep Invertible Networks

Siamese-triplet
Siamese and triplet networks with online pair/triplet mining in PyTorch

Libraries

featuremill
general-purpose fast, stateless, and deterministic feature extractor writting in golang for use in machine learning

PyToune
A Keras-like framework for PyTorch and handles much of the boilerplating code needed to train neural networks

Snips NLU
Snips Python library to extract meaning from text

Lore
Lore makes machine learning approachable for Software Engineers and maintainable for Machine Learning Researchers

 


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