Repository Index

《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。

• deep-learning
• book
• notebook
• natural-language-processing

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

280+ free n8n automation templates — ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp, Google Drive, Notion, OpenAI, and more. AI agents, RAG chatbots, email automation, social media, DevOps, and document processing. The largest open-source n8n template collection.

• automation
• integration
• n8n
• n8n-automation

p5.js is a client-side JS platform that empowers artists, designers, students, and anyone to learn to code and express themselves creatively on the web. It is based on the core principles of Processing. Looking for p5.js 2.0? http://beta.p5js.org

• javascript
• graphics
• education
• learning

✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

• book
• chinese
• computer-vision
• deep-learning

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

• natural-language-processing
• deep-learning
• machine-learning
• language

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

• pytorch
• python
• machine-learning
• deep-learning

Natural Language Processing Tutorial for Deep Learning Researchers

• nlp
• natural-language-processing
• tutorial
• pytorch

A curated list of awesome big data frameworks, ressources and other awesomeness.

• awesome
• bigdata
• data-warehouse
• data-analytics

A curated list of awesome System Design (A.K.A. Distributed Systems) resources.

• relational-database
• message-broker
• hadoop-ecosystem
• nosql

Low-code framework for building custom LLMs, neural networks, and other AI models

• deep-learning
• deeplearning
• deep
• learning

FFmpeg libav tutorial - learn how media works from basic to transmuxing, transcoding and more. Translations: 🇺🇸 🇨🇳 🇰🇷 🇪🇸 🇻🇳 🇧🇷 🇷🇺

• ffmpeg
• ffmpeg-libraries
• libav
• tutorial

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

• large-language-models
• natural-language-processing
• nlp
• survey

Unified querying, transformation, and modification of JSON, TOML, YAML, XML, INI, HCL, KDL and CSV.

• json
• yaml
• configuration
• selector

The public CGAL repository, see the README below

• cgal
• c-plus-plus
• geometry
• algorithms

Image processing algorithms in pure Go

• algorithm
• parallelism
• histogram
• image-processing

A curated list of action recognition and related area resources

• awesome-list
• awesome
• action-recognition
• action-classification

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

• natural-language-processing
• nlp
• roadmap
• probability-statistics

List of articles related to deep learning applied to music

• awesome
• awesome-list
• unicorns
• list

a programming library with geometric algorithms

• graphics-libraries
• graphics-programming
• mesh-generation
• mesh-processing

A curated list of speech and natural language processing resources

Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

• acoustics
• room-impulse-response
• image-source-model
• beamforming

Awesome generative art

• awesome
• awesome-list
• processing
• generative-art

Probabilistic data structures for processing continuous, unbounded streams.

• bloom-filter
• go
• stable-bloom-filters
• cuckoo-filter