Repository Index

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.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

• python
• algorithm
• data-structure
• development

Roadmap to becoming an Artificial Intelligence Expert in 2022

• deep-learning
• artificial-intelligence
• roadmap
• ai-roadmap

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

• finance
• financial-data
• stock-data
• awesome

:memo: An awesome Data Science repository to learn and apply for real world problems.

• data-science
• machine-learning
• data-visualization
• science

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

• rag
• tutorials
• langchain
• llama-index

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

Algorithms and data structures in Swift, with explanations!

• swift
• data-structures
• algorithms

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资源包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

• cs-books
• c
• cpp
• python

:star2: Wiki of OI / ICPC for everyone. （某大型游戏线上攻略，内含炫酷算术魔法）

• oi
• oi-handbook
• data-structures
• algorithms

React components for efficiently rendering large lists and tabular data

• react
• react-components
• windowing
• virtualization

南瓜书：《机器学习》（西瓜书）公式详解

• machine-learning
• pumpkin-book
• book

All Algorithms implemented in Rust

• rust
• algorithms
• data-structures
• rust-lang

Minimal examples of data structures and algorithms in Python

• algorithm
• python
• competitive-programming
• data-structure

The fastai book, published as Jupyter Notebooks

• notebooks
• fastai
• deep-learning
• machine-learning

This repository consists of the code samples, assignments, and notes for the Java data structures & algorithms + interview preparation bootcamp of WeMakeDevs.

• java
• interview-preparation
• data-structures
• algorithms

《Designing Data-Intensive Application》DDIA 第一版 / 第二版 中文翻译

• book
• distributed-systems
• database
• ddia

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

• algorithms
• data-structures
• datastructures
• c

IntelliJ IDEA 简体中文专题教程

• intellij
• java
• tutorial
• intellij-idea

Best Practices on Recommendation Systems

• machine-learning
• recommender
• ranking
• deep-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

• machine-learning
• mlops
• interpretability
• explainability

🎓 Um caminho para a educação autodidata em Ciência da Computação!

• awesome-list
• curriculo
• cursos
• brasil

VIP cheatsheets for Stanford's CS 229 Machine Learning

• cheatsheet
• machine-learning
• data-science
• supervised-learning

💻 Vibe Coding 101｜Your First Course For AI Product Builders.

• ai
• course
• vibe-coding
• coding