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awesome-recsys

Must-read papers on recommendation systems (RecSys)

bert4keras

light reimplement of bert for keras

bev_dataset_clean

BEV_Dataset_clean

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

cikm-2019-analyticup

2019-CIKM挑战赛，超大规模推荐之用户兴趣高效检索赛道 冠军解决方案

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

edge-computing-engine

a computing engine base C++/C

gnnpapers

Must-read papers on graph neural networks (GNN)

google-research

Google Research

learning

Notes & Summaries

learningalgorithms

lr-gccf

Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020

mmcls_hw1

实战营作业1，使用mmclassification框架对花朵数据集进行分类

mmcls_hw1_cifar10

mmcv

OpenMMLab Computer Vision Foundation

mmdet_hw2

实战营作业2，使用MMDetection框架基于自定义数据集 balloon 训练实例分割模型，基于训练的模型在样例视频上完成color splash的效果制作

mmdet_hw2_voc2012

mmseg_hw3

使用MMSegmentation，在自己的数据集上，训练语义分割模型

mmseg_hw3_voc2012

使用mmsegmentation对Pascal VOC 2012数据集训练分割器

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

paddlerec

大规模推荐模型训练工具

pretrained-models

Open Language Pre-trained Model Zoo

pytorch-doc-zh

Pytorch 中文文档

recommend

recommendation system with python

rsalgorithms

Some algorithms about traditional and social recommendation.

rspapers

Must-read papers on Recommender System.

stanford-cs224n-notes-zh

:book: 斯坦福 CS224n 自然语言处理中文笔记

tensorflow-windows-wheel

Tensorflow prebuilt binary for Windows

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

ucore_os_lab

https://chyyuu.gitbooks.io/ucore_os_docs/content