Stars
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESM…
PaddleSlim is an open-source library for deep model compression and architecture search.
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
记录Learning from data一书中的习题解答
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
PyTorch Tutorial for Deep Learning Researchers
台大机器学习课程作业详解
A collection of popular Data Science Challenges/Competitions || Countdown timers to keep track of the entry deadlines.
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
A searchable compilation of Kaggle past solutions
all kinds of text classification models and more with deep learning
Deep Residual Learning for Image Recognition
记录Learning from data一书中的习题解答
Solutions of the forecast problem using Xgboost
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)
Kaggle:入门赛Tatanic（泰坦尼克号）84.21%带你冲进前2%