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attentional_factorization_machine-1

TensorFlow Implementation of Attentional Factorization Machine

autorec

awesome-recsys-papers

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

capsule_text_classification

cdae

Collaborative Denoising Auto-Encoder (CDAE)

collaborative-denoising-auto-encoder

Collaborative Denoising Auto-Encoder for Top-N Recommender Systems (CDAE)

collmetric

conv_seq2seq

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

dataminingpapers

Books,Papers about Machine Learning and Complex Networks

deep-qa

Question Answering system with a question classification model integrated

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 版权所有，违权必究 Tan 2018.06

dirt-t

A DIRT-T Approach to Unsupervised Domain Adaptation (ICLR 2018)

encdec

Basic RNN Encoder Decoder in Tensorflow

fism

implementation for the paper "FISM: Factored Item Similarity Models for Top-N Recommender Systems" by Tensorflow 1.2

ftanet-melodic

This repository is the offical implementation for the paper 《Frequency-Temporal Attention Network for Singing Melody Extraction》.

iasnlp15-question_answering_google

This project aims at building a simple Web scale QA system, which uses Google search results for answer extraction and ranks the results with the designed algorithm. It has mainly 4 steps: 1)Question Classification, 2) Answer Retrieval, 3) Phrase & Named Entity Extractor, and finally 4) Answer Extraction & Ranking

imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

indrnn

TensorFlow implementation of Independently Recurrent Neural Networks

irgan

IRGAN SIGIR paper experimental code

jrl

Joint Representation Learning for Recommendation

models

Models and examples built with TensorFlow

msi-b365m-pro-vdh-hackintosh

music-recommendation

this project is about content-based music recommendation using deep neural networks.

nfm

nncf

Code for paper "On Sampling Strategies for Neural Network-based Collaborative Filtering"

product-nets

pyfm

Factorization machines in python

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rnn-nlu

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling