ML & DM
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual
Awesome Artificial Intelligence Projects
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18个章节，50余万字。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............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06
Coding the Machine Learning Tutorial for Learning to Learn
Dataset Condensation (ICLR21 and ICML21)
Differentiable bitonic sorting
Tutorial on active learning with the Nvidia Transfer Learning Toolkit (TLT).
List of tools & datasets for anomaly detection on time-series data.
Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!
RSTutorials: A Curated List of Must-read Papers on Recommender System.
本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢
Code accompanying our NeurIPS 2021 traffic4cast challenge
A curated list of community detection research papers with implementations.
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Best Practices on Recommendation Systems
Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention