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recommenders

Best Practices on Recommendation Systems

recsys-spotify-challenge

recsyspapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

rspapers

Must-read papers on Recommender System.

seq2set-keras

implementation of http://arxiv.org/pdf/1511.06391v4.pdf in keras

skiprnn-2017-telecombcn

Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

spotlight

Deep recommender models using PyTorch.

storysorter

Pointer Networks to Sort shuffled sequences (numbers, words, stories)

surprise

A Python scikit for building and analyzing recommender systems

tcn

Sequence modeling benchmarks and temporal convolutional networks

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

text_classification

all kinds of text classification models and more with deep learning

textclassification-keras

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

trending-deep-learning

Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.