Repository Index

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

• gpt
• large-language-models
• llm
• python

《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

Learn how to develop, deploy and iterate on production-grade ML applications.

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

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

• applied-machine-learning
• production
• applied-data-science
• machine-learning

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

✅（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

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

• natural-language-processing
• machine-learning
• named-entity-recognition
• machine-translation

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

• deep-learning
• deep-learning-tutorial
• pytorch
• pytorch-tutorial

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

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

📺 Discover the latest machine learning / AI courses on YouTube.

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

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

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

Oxford Deep NLP 2017 course

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

Natural Language Processing Tutorial for Deep Learning Researchers

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

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

• deep-learning
• deeplearning
• deep
• learning

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

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

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

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

A curated list of speech and natural language processing resources

A curated list of resources for Document Understanding (DU) topic

• awesome-list
• machine-learning
• information-extraction
• key-information-extraction

Curated List: Practical Natural Language Processing done in Ruby

• machine-learning
• natural-language-processing
• ruby
• nlp

Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German

• nlp
• corpus-linguistics
• german-language
• computational-linguistics

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

• go
• golang
• natural-language-processing
• nlp

🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)

• awesome
• biomedical
• text-mining
• information-extraction

A curated list of resources for the conservation, development, and documentation of low resource (human) languages.

• endangered-languages
• natural-language
• language-resources
• human-language

A dataset of millions of news articles scraped from a curated list of data sources.

• fakenews
• dataset
• database
• corpus