Weekly Machine Learning Opensource Roundup – Aug. 16, 2018

Examples

Deep Learning World
Organized Resources for Deep Learning Researchers and Developers

DanceNet
Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

Nowcasting
Nowcasting implements the framework described in “Macroeconomic Nowcasting and Forecasting with Big Data” sponsored by Federal Reserve Bank of New York

Toolsets

Artificial Adversary
Tool to generate adversarial text examples and test machine learning models against them

Evolute
A simple tool for quick experimentation with evolutionary algorithms for numerical optimization.

GraphPipe
A protocol and collection of software designed to simplify machine learning model deployment and decouple it from framework-specific model implementations.

Models

UnsupervisedMT
Phrase-Based & Neural Unsupervised Machine Translation

RelativisticGAN
Code for replication of the paper “The relativistic discriminator: a key element missing from standard GAN”

DeepSpectralClustering
Pytorch Implemention of paper “Deep Spectral Clustering Learning”

Libraries

tf-nlp-blocks
Some frequently used NLP blocks

Sparser
Raw Filtering for Faster Analytics over Raw Data

Quantiles
Optimal Quantile Approximation in Streams

 

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