Starred repositories
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持简中、繁中、English、日本語，提供 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 等代码实现
flink learning blog. http://www.54tianzhisheng.cn/ 含 Flink 入门、概念、原理、实战、性能调优、源码解析等内容。涉及 Flink Connector、Metrics、Library、DataStream API、Table API & SQL 等内容的学习案例，还有 Flink 落地应用的大型项目案例（PVUV、日志存储、百亿数据实时去…
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
Tensorflow implementation of Amazon DeepAR
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
温州大学《机器学习》课程资料（代码、课件等）
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
VIP cheatsheets for Stanford's CS 229 Machine Learning
955 不加班的公司名单 - 工作 955，work–life balance (工作与生活的平衡)
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…
Tensors and Dynamic neural networks in Python with strong GPU acceleration
An Open Source Machine Learning Framework for Everyone
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
镜像：https://scaffrey.coding.net/p/hosts/git / https://git.qvq.network/googlehosts/hosts
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
A Code-First Introduction to NLP course
The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.