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mutu's Projects

ai-edu icon ai-edu

AI education materials for Chinese students, teachers and IT professionals.

chinesenlp icon chinesenlp

Datasets, SOTA results of every fields of Chinese NLP

deeprl icon deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

fucking-algorithm icon fucking-algorithm

手把手撕LeetCode题目,扒各种算法套路的裤子,not only how,but also why. English version supported!

leetcode icon leetcode

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

leetcode-1 icon leetcode-1

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)

leetcodeanimation icon leetcodeanimation

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)

leetcodetop icon leetcodetop

汇总各大互联网公司容易考察的高频leetcode题🔥

lihang icon lihang

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]

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1000+页)和视频链接

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ml-nlp icon ml-nlp

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。

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