xuecli's repositories
aoapc-bac2nd-keys
算法竞赛入门经典第2版-习题选解
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
Awesome-CoreML-Models
Largest list of models for Core ML (for iOS 11+)
Book1_Python-For-Beginners
Book_1_《编程不难》 | 鸢尾花书：从加减乘除到机器学习；请多多批评指正！
Book2_Beauty-of-Data-Visualization
Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习，欢迎批评指正
Book3_Elements-of-Mathematics
Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！
Book4_Power-of-Matrix
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
Book5_Essentials-of-Probability-and-Statistics
Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！
Book7_Visualizations-for-Machine-Learning
Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；正在修改
book_notes
整理我读过的书籍笔记
cpbook-code
CP4 Free Source Code Project (C++17, Java11, Python3 and OCaml)
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
distribution-is-all-you-need
The basic distribution probability Tutorial for Deep Learning Researchers
etcd
Distributed reliable key-value store for the most critical data of a distributed system
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
LeetCode-Go
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
machine-learning
:earth_americas: machine learning algorithms tutorials (mainly in Python3)
materials
Bonus materials, exercises, and example projects for our Python tutorials
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
stanford_self_driving_car_code
Stanford Code From Cars That Entered DARPA Grand Challenges
stuff
Stuff I uploaded to share online or to access from a different machine
system-design-and-architecture
Learn how to design large-scale systems. Prep for the system design interview.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
The_Math_of_Intelligence
Code for each week's short video of Siraj Raval Course "Math of Intelligence"