Deep Learning World
Organized Resources for Deep Learning Researchers and Developers
Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
Nowcasting implements the framework described in “Macroeconomic Nowcasting and Forecasting with Big Data” sponsored by Federal Reserve Bank of New York
Tool to generate adversarial text examples and test machine learning models against them
A simple tool for quick experimentation with evolutionary algorithms for numerical optimization.
A protocol and collection of software designed to simplify machine learning model deployment and decouple it from framework-specific model implementations.
Phrase-Based & Neural Unsupervised Machine Translation
Code for replication of the paper “The relativistic discriminator: a key element missing from standard GAN”
Pytorch Implemention of paper “Deep Spectral Clustering Learning”
Some frequently used NLP blocks
Raw Filtering for Faster Analytics over Raw Data
Optimal Quantile Approximation in Streams