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algorithm-pattern

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

awesome-deep-learning-papers

The most cited deep learning papers

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 175 universities.

data-analysis

Data Science Using Python

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

fastai

The fastai deep learning library

fastbook

The fastai book, published as Jupyter Notebooks

fin-ml

financial-machine-learning

A curated list of practical financial machine learning tools and applications.

financial-models-numerical-methods

Collection of notebooks about quantitative finance, with interactive python code.

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

hands-on-deep-learning-for-finance

Hands-on Deep Learning for Finance published by Packt.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

learn-statistical-learning-method

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

leetcode-master

LeetCode 刷题攻略：配思维导图，将近200道经典算法题目刷题顺序、经典算法模板、共60w字的详细图解，以及难点视频题解。按照刷题攻略上的顺序来刷题，让你在算法学习上不再迷茫！🔥🔥给个star支持一下吧！🚀

linear_algebra_with_python

Lecture Notes for Linear Algebra Featuring Python

machine-learning-for-trading

Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

ml_finance_codes

Machine Learning in Finance: From Theory to Practice Book

modernrobotics

Modern Robotics: Mechanics, Planning, and Control Code Library --- The primary purpose of the provided software is to be easy to read and educational, reinforcing the concepts in the book. The code is optimized neither for efficiency nor robustness.

neurotech-course

CS198-96: Intro to Neurotechnology @ UC Berkeley

onjava8-examples

Code Examples for the book "On Java 8"

oreilly-animal-books-for-python

O‘REILLY animal books for Python

prml

PRML algorithms implemented in Python

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media