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probabilistic-matrix-factorization

Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k | GroupLens dataset

product-nets

Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distributed.

product-nets-distributed

distributed version of product-nets

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

pyfm

Factorization machines in python

pymupdf

Python bindings for MuPDF's rendering library.

question-answer-selection

biLSTM/CNN based deep learning framework for Question Answer Selection.

quickrank

Official repository of QuickRank: A C++ suite of Learning to Rank algorithms.

ranking

Learning to Rank in TensorFlow

recommendation

recommendation-1

推荐系统实例

recommendation-system

recommenders

Best Practices on Recommendation Systems

recurrent-entity-networks

TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".

recurrent-relational-networks

Code accompanying the paper Recurrent Relational Networks for Complex Relational Reasoning https://arxiv.org/abs/1711.08028

refresh

Ranking Sentences for Extractive Summarization with Reinforcement Learning

relational-networks

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

research

novel deep learning research works with PaddlePaddle

rspapers

Must-read papers on Recommender System.

sars_tutorial

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

sasrec

SASRec: Self-Attentive Sequential Recommendation

sequence-based-recommendations

shap

A game theoretic approach to explain the output of any machine learning model.

sigir16-eals

Experiments codes for SIGIR'16 paper "Fast Matrix Factorization for Online Recommendation with Implicit Feedback "

sigir19-bert-ir

Repo of code and data for SIGIR-19 short paper "Deeper Text Understanding for IR with Contextual NeuralLanguage Modeling"

spectralcf

streamingrec

A news recommendation evaluation framework

swem

The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"