Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
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Translated《动手学深度学习》 (Dive into Deep Learning): for Chinese readers, runnable, and open to discussion. The Chinese and English editions are used for teaching at more than 500 universities in more than 70 countries.
Learn how to develop, deploy and iterate on production-grade ML applications.
📚 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.
Translated✅ (Completed) Super comprehensive deep learning notes [Tudui PyTorch] [Li Mu Dive into Deep Learning] [Andrew Ng Deep Learning] [Dafei LLM Agent]
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
TranslatedThis project changes the MXNet implementations in the original book 《动手学深度学习》 (Dive into Deep Learning) into PyTorch implementations.
- deep-learning
- deep-learning-tutorial
- pytorch
- pytorch-tutorial
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
📺 Discover the latest machine learning / AI courses on YouTube.
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Oxford Deep NLP 2017 course
Natural Language Processing Tutorial for Deep Learning Researchers
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
- machine-learning
- deep-learning
- deep-neural-networks
- pattern-recognition
The official GitHub page for the survey paper "A Survey of Large Language Models".
- chain-of-thought
- chatgpt
- in-context-learning
- instruction-tuning
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
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
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