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algorithm-pattern

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

arkg

awesome-github-android-ui

安卓UI相关开源项目库汇总

awesome-programming-books-1

计算机经典书籍📚，保留书单

chinesenlpcorpus

搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

ctr_model_zoo

some ctr model, implemented by PyTorch, such as Factorization Machines, Field-aware Factorization Machines, DeepFM, xDeepFM, Deep Interest Network

cvae-gan-zoos-pytorch-beginner

For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deepfm_with_pytorch

A PyTorch implementation of DeepFM for CTR prediction problem.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

id-daml

推荐系统---实验+复现+创新

machine-learning-in-action

《机器学习实战》样例代码

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

movie_recommender

MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。

ncf

A pytorch implementation of He et al. "Neural Collaborative Filtering" at WWW'17

neural-network-genetic-algorithm

Evolving a neural network with a genetic algorithm.

prediction-flow

Deep-Learning based CTR models implemented by PyTorch

python-100-days

Python - 100天从新手到大师

pytorch-fm

Factorization Machine models in PyTorch

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-tutorial

Build your neural network easy and fast

pytorch-widedeep

A flexible package to combine tabular data with text and images using Wide and Deep models in Pytorch

recommender-system-with-tf2.0

Recurrence the recommender paper with Tensorflow2.0

recsys-torch-practise

基础推荐系统模型的pytorch简单实现

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

stepintorecommendersystems

RecommenderSystems: from 0 to practice. 包括推荐系统实践和深度推荐系统两部分

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等