resource: nlp
601 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| fighting41love/funNLP A large curated collection of Chinese and multilingual NLP resources, including corpora, lexicons, pretrained models, tools, and code for t… | 32 | 82695 | active |
| microsoft/AI-For-Beginners A 12-week, 24-lesson open curriculum from Microsoft teaching artificial intelligence fundamentals, including neural networks, computer visi… | 74 | 67163 | active |
| chinese-poetry/chinese-poetry The most comprehensive open-source database of classical Chinese poetry, distributed as JSON files. It contains roughly 55,000 Tang poems, … | 62 | 53264 | stable |
| rohitg00/ai-engineering-from-scratch A free, MIT-licensed open-source curriculum of 511 lessons across 20 phases (~329 hours) that teaches AI engineering by building every core… | 81 | 49577 | active |
| microsoft/Data-Science-For-Beginners A free 10-week, 20-lesson open-source curriculum from Microsoft teaching data science fundamentals through project-based learning. Each les… | 76 | 36735 | stable |
| ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code A curated awesome-list of 500+ AI, machine learning, deep learning, computer vision, and NLP projects with links to code and tutorials. It … | 48 | 36565 | active |
| Leey21/awesome-ai-research-writing A curated collection of battle-tested prompts and agent skills for AI-assisted academic research writing, sourced from researchers at top l… | 59 | 33365 | active |
| Dive into Deep Learning (D2L.ai) Dive into Deep Learning (D2L.ai) is an open-source, interactive deep learning textbook with runnable code in Jupyter notebooks, available i… | 23 | 29453 | active |
| NirDiamant/RAG_Techniques A community-driven collection of 42+ runnable Jupyter notebook tutorials covering Retrieval-Augmented Generation (RAG) techniques from foun… | 72 | 29232 | active |
| wesm/pydata-book Companion materials and IPython notebooks for Wes McKinney's book 'Python for Data Analysis' (3rd Edition), published by O'Reilly Media. It… | 53 | 24857 | active |
| karpathy/nn-zero-to-hero A free video course by Andrej Karpathy teaching neural networks from the basics up to building GPT-style language models, with accompanying… | 32 | 24128 | stable |
| AccumulateMore/CV A comprehensive collection of Chinese-language Jupyter Notebook study notes covering deep learning, computer vision, NLP, and LLM agents, b… | 73 | 23416 | stable |
| sebastianruder/NLP-progress A community-maintained repository and website tracking state-of-the-art results across the most common NLP tasks, with datasets, papers, an… | 23 | 22952 | active |
| AiHubCN/Awesome-Chinese-LLM A curated awesome-list cataloging open-source Chinese large language models, focusing on smaller, privately deployable, low-cost models. It… | 66 | 22752 | active |
| Neural Networks and Deep Learning (NNDL) book series The official repository for Qiu Xipeng's 'Neural Networks and Deep Learning' (Dandelion Book) series, hosting metadata and entry pages for … | 80 | 19123 | active |
| keon/awesome-nlp A curated awesome-list of Natural Language Processing resources, including tutorials, books, courses, libraries across many programming lan… | 76 | 18935 | active |
| NLP-LOVE/ML-NLP A curated collection of machine learning, deep learning, and NLP interview knowledge points with code implementations, organized into modul… | 60 | 17799 | active |
| ZJU-LLMs/Foundations-of-LLMs An open-source Chinese-language textbook from Zhejiang University covering the foundations of large language models, including language mod… | 49 | 17636 | active |
| bharathgs/Awesome-pytorch-list A curated awesome-list of PyTorch-related resources on GitHub, covering libraries, model implementations, tutorials, books, and paper repro… | 62 | 16653 | active |
| hardikpandya/stop-slop A skill file (SKILL.md plus reference documents) that teaches Claude or any LLM to detect and remove AI writing patterns from prose. It inc… | 48 | 16437 | active |
| wdndev/llm_interview_note A curated Chinese-language study guide and interview question bank covering large language model fundamentals, architectures, training, and… | 66 | 14963 | active |
| dwyl/english-words A plain-text dataset of over 466k English words distributed as newline-delimited text files (words.txt, words_alpha.txt) plus a JSON dictio… | 32 | 12253 | stable |
| Embedding/Chinese-Word-Vectors A collection of 100+ pre-trained Chinese word vector embeddings trained with different representations, context features, and corpora, plus… | 32 | 12225 | stable |
| RUCAIBox/LLMSurvey The official repository accompanying the survey paper 'A Survey of Large Language Models', collecting papers and resources on LLMs includin… | 35 | 12206 | active |
| NielsRogge/Transformers-Tutorials A collection of Jupyter notebook tutorials demonstrating how to use the HuggingFace Transformers library with PyTorch. It covers fine-tunin… | 67 | 11748 | active |
| yandexdataschool/nlp_course The Yandex School of Data Analysis (YSDA) Natural Language Processing course, with lecture materials, interactive blog-style content, semin… | 77 | 10656 | active |
| krishnaik06/The-Grand-Complete-Data-Science-Materials A curated collection of video playlists, tutorials, and learning materials covering the full data science journey, from Python and statisti… | 28 | 9064 | active |
| aimacode/aima-python Python implementations of the pseudocode algorithms from Russell and Norvig's 'Artificial Intelligence: A Modern Approach' (4th edition), o… | 73 | 8799 | active |
| dair-ai/ML-Papers-Explained A curated collection of plain-language explanations of key machine learning papers and concepts, organized into tables covering language mo… | 44 | 8595 | active |
| apachecn/ailearning A Chinese-language open-source learning resource covering data analysis, machine learning, linear algebra, and deep learning, based on note… | 23 | 42490 | maintenance |
| skywind3000/ECDICT A free English-to-Chinese bilingual dictionary database with hundreds of thousands of entries in CSV format, including phonetics, English a… | 29 | 8166 | active |
| NirDiamant/Prompt_Engineering A collection of 22 hands-on Jupyter Notebook tutorials covering prompt engineering techniques for large language models, from basic prompt … | 66 | 7818 | active |
| harvardnlp/annotated-transformer An annotated, line-by-line Jupyter notebook implementation of the 'Attention Is All You Need' Transformer paper from Harvard NLP. It pairs … | 32 | 7459 | stable |
| MrMimic/data-scientist-roadmap A collection of Jupyter Notebook tutorials organized around the famous 'Road to Data Scientist' metro-map curriculum. It guides learners pr… | 35 | 7386 | active |
| pliang279/awesome-multimodal-ml A curated reading list of research papers, surveys, tutorials, and datasets on multimodal machine learning, maintained by Paul Liang at CMU… | 32 | 6926 | active |
| SkalskiP/courses A curated collection of links to free AI courses and learning resources, organized by topic, format, difficulty, and price. It covers areas… | 30 | 6479 | active |
| KalyanM45/AI-Project-Gallery A curated gallery of artificial intelligence projects spanning machine learning, deep learning, NLP, computer vision, and generative AI, ea… | 71 | 6404 | active |
| Ceelog/DictionaryByGPT4 An open vocabulary book of 8000+ English words fully analyzed by GPT-4, covering meanings, example sentences, roots and affixes, etymology,… | 55 | 6349 | stable |
| lonePatient/awesome-pretrained-chinese-nlp-models A curated awesome-list cataloging high-quality Chinese pretrained NLP models, multimodal models, and large language models, organized by ca… | 76 | 5583 | active |
| goto456/stopwords A collection of commonly used Chinese stopword lists, including the HIT (Harbin Institute of Technology), Baidu, Sichuan University, and ge… | 32 | 5538 | stable |
| christophM/interpretable-ml-book The source repository for Christoph Molnar's book 'Interpretable Machine Learning: A Guide for Making Black Box Models Explainable', writte… | 64 | 5364 | active |
| rasbt/machine-learning-book The official code repository for the book 'Machine Learning with PyTorch and Scikit-Learn' by Sebastian Raschka, Yuxi Liu, and Vahid Mirjal… | 62 | 5345 | stable |
| mbadry1/DeepLearning.ai-Summary A collection of personal notes and summaries for the five DeepLearning.ai specialization courses by Andrew Ng on Coursera. It serves as a f… | 72 | 5340 | stable |
| dariusk/corpora A collection of small, curated JSON corpora (word lists, names, places, and other categorical data) intended for creative coding, bot creat… | 61 | 5108 | stable |
| togethercomputer/RedPajama-Data RedPajama-Data provides code and pipelines for building RedPajama-V2, an open dataset with over 30 trillion tokens of web text for training… | 68 | 4980 | active |
| yanshengjia/ml-road A curated collection of machine learning and agentic AI resources, including courses, practice materials, and research references. It aggre… | 75 | 4920 | active |
| ahmetbersoz/chatgpt-prompts-for-academic-writing A curated collection of ChatGPT prompts for academic writing tasks such as brainstorming research ideas, drafting paper sections, and condu… | 30 | 4908 | active |
| nlp-with-transformers/notebooks A collection of Jupyter notebooks containing the example code from the O'Reilly book 'Natural Language Processing with Transformers'. The n… | 70 | 4800 | active |
| andrewekhalel/MLQuestions A curated collection of 67 machine learning interview questions with answers, covering ML fundamentals, deep learning, computer vision, NLP… | 77 | 4791 | active |
| datawhalechina/competition-baseline A curated collection of baseline solutions and code for data science competitions including Kaggle, iFlytek AI challenges, and Tianchi cont… | 74 | 4757 | active |
| trigaten/Learn_Prompting Learn Prompting is a free, comprehensive open-source guide and course platform for prompt engineering and generative AI, cited by OpenAI an… | 23 | 4727 | active |
| dotnet/machinelearning-samples The official samples repository for ML.NET, Microsoft's cross-platform machine learning framework for .NET. It contains getting-started con… | 23 | 4686 | active |
| bentrevett/pytorch-sentiment-analysis A collection of Jupyter notebook tutorials teaching sequence classification with PyTorch, using sentiment analysis on movie reviews as the … | 32 | 4613 | active |
| huggingface/notebooks A collection of Jupyter notebooks demonstrating how to use Hugging Face libraries such as Transformers, Datasets, and Diffusers. It serves … | 77 | 4600 | active |
| Doragd/Algorithm-Practice-in-Industry A curated collection of industry practice articles, top-conference papers, and blog posts on search, recommendation, and advertising (搜广推) … | 75 | 4574 | active |
| LLMBook-zh/LLMBook-zh.github.io The official website and resource hub for the Chinese textbook《大语言模型》(Large Language Models) by Zhao Xin et al. from Renmin University, pro… | 43 | 4551 | active |
| npubird/KnowledgeGraphCourse A graduate-level course on knowledge graphs from Southeast University, providing lecture slides and materials covering knowledge representa… | 41 | 4463 | active |
| ShusenTang/Dive-into-DL-PyTorch A Chinese-language adaptation of the 'Dive into Deep Learning' (D2L) textbook that replaces the original MXNet code with PyTorch implementa… | 32 | 19466 | maintenance |
| CLUEbenchmark/CLUE CLUE is the Chinese Language Understanding Evaluation Benchmark, providing representative datasets, baseline and pre-trained models, corpor… | 62 | 4279 | active |
| esbatmop/MNBVC MNBVC is a massive, continuously growing open-source Chinese text corpus aiming to rival the scale of data used to train ChatGPT, including… | 75 | 4267 | active |
| eseckel/ai-for-grant-writing A curated list of resources for using LLMs and AI services to write more competitive grant applications. It collects prompt collections, pr… | 65 | 4186 | active |
| ujjwalkarn/Machine-Learning-Tutorials A curated, topic-wise awesome list of machine learning and deep learning tutorials, articles, courses, and other learning resources. It cov… | 32 | 18140 | maintenance |
| huggingface/course The free, open-source Hugging Face course teaching how to apply Transformers to NLP and LLM tasks using the Hugging Face ecosystem (Transfo… | 73 | 4155 | active |
| konsheng/Sensitive-lexicon A continuously updated Chinese sensitive-word lexicon covering political, pornographic, and violent content, distributed as plain-text word… | 72 | 4035 | active |
| TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials A curated collection of IPython notebook tutorials covering deep learning, artificial intelligence, and machine learning with frameworks li… | 38 | 4002 | active |
| yuanzhoulvpi2017/zero_nlp A Chinese-language NLP training framework and tutorial collection built on PyTorch and Hugging Face Transformers, covering fine-tuning of l… | 47 | 3834 | active |
| ashishpatel26/Andrew-NG-Notes A collection of handwritten and markdown notes covering Andrew Ng's Coursera Machine Learning and Deep Learning Specialization courses, com… | 48 | 3797 | active |
| verazuo/jailbreak_llms A research dataset accompanying the ACM CCS 2024 paper 'Do Anything Now', containing 15,140 ChatGPT prompts collected from Reddit, Discord,… | 28 | 3791 | stable |
| eosphoros-ai/Awesome-Text2SQL A curated awesome-list of tutorials, papers, datasets, and resources for Text2SQL and related natural-language-to-structured-output tasks (… | 57 | 3743 | active |
| oxford-cs-deepnlp-2017/lectures Repository of lecture slides and course materials for the Oxford Deep NLP 2017 course, delivered with DeepMind. It covers neural network ap… | 32 | 15853 | maintenance |
| atfortes/Awesome-LLM-Reasoning A curated awesome-list of papers and resources on unlocking reasoning abilities in large language models and multimodal LLMs, from Chain-of… | 67 | 3675 | active |
| gaboolic/rime-frost Rime-frost (Baishuang Pinyin) is an open-source Chinese pinyin input scheme and dictionary for the Rime input method engine, built from hig… | 85 | 3578 | active |
| ben1234560/AiLearning-Theory-Applying A Chinese-language learning repository of Jupyter notebooks covering AI fundamentals, math basics, machine learning, deep learning, and NLP… | 71 | 3563 | active |
| girafe-ai/ml-course An open machine learning course (girafe-ai) with lecture videos, slides, seminars, and homework assignments in Jupyter Notebooks. It covers… | 59 | 3539 | active |
| virgili0/Virgilio Virgilio is an open-source e-learning initiative that provides curated guides and structured learning paths for Data Science, organized int… | 53 | 14966 | maintenance |
| graykode/nlp-tutorial A Jupyter Notebook-based tutorial series teaching natural language processing with deep learning, implementing classic NLP models (NNLM, Wo… | 32 | 14924 | maintenance |
| LDNOOBW/List-of-Dirty-Naughty-Obscene-and-Otherwise-Bad-Words A multilingual list of profane and obscene words maintained by Shutterstock, used to filter autocomplete suggestions and recommendations. I… | 32 | 3431 | active |
| AI-Edu (Microsoft AI Education Community) Microsoft AI Education Community (AI-Edu) is an open-source AI education resource from Microsoft Research Asia, offering foundational tutor… | 23 | 14094 | maintenance |
| vectara/hallucination-leaderboard A public leaderboard maintained by Vectara that ranks LLMs by how often they hallucinate when summarizing short documents, computed with Ve… | 64 | 3306 | active |
| CLUEbenchmark/SuperCLUE SuperCLUE is a comprehensive benchmark for evaluating Chinese-language large language models across language understanding and generation, … | 59 | 3299 | active |
| teddylee777/machine-learning A collection of Jupyter notebook tutorials and study materials for machine learning beginners, covering TensorFlow, PyTorch, pandas, deep l… | 48 | 3274 | active |
| kzbkzb/Python-AI A collection of 100 runnable deep learning examples in Jupyter Notebooks covering image classification, object detection, and NLP text clas… | 52 | 3173 | active |
| jingyi0000/VLM_survey A curated awesome-list repository accompanying the TPAMI 2024 survey 'Vision-Language Models for Vision Tasks', cataloging papers on VLMs f… | 51 | 3128 | active |
| Clouditera/SecGPT SecGPT is an open-source large language model purpose-built for cybersecurity, fine-tuned from Qwen2.5 and DeepSeek-R1 bases on a large cur… | 39 | 3101 | active |
| matthiasn/talk-transcripts A curated collection of markdown transcripts of Clojure-related conference talks, including talks by Rich Hickey, David Nolen, and Guy Stee… | 50 | 3096 | active |
| tkarim45/Beginner-Data-Science-Projects A curated collection of beginner-friendly data science projects organized as standalone Jupyter notebooks with real datasets and explanatio… | 68 | 3086 | active |
| extreme-assistant/CVPR2024-Paper-Code-Interpretation A curated collection of CVPR conference papers (2017-2024) with links to code, project pages, paper interpretations, and live-stream talks,… | 32 | 12469 | maintenance |
| x4nth055/pythoncode-tutorials A large collection of Jupyter Notebook and Python code examples accompanying the tutorials from ThePythonCode.com website. It covers topics… | 74 | 3000 | active |
| FreedomIntelligence/Awesome-AI4Med A curated awesome-list of medical AI resources, including medical LLMs, multimodal models, datasets, and benchmarks. It aggregates links to… | 75 | 2869 | active |
| qxresearch/qxresearch-event-1 A curated collection of 50+ small Python applications, each implemented in roughly 10 lines of code, covering machine learning, deep learni… | 73 | 2867 | active |
| pwxcoo/chinese-xinhua An open Chinese Xinhua dictionary database distributed as JSON files, containing 14,032 xiehouyu (two-part allegorical sayings), 16,142 Chi… | 32 | 11657 | maintenance |
| krishnaik06/Complete-Data-Science-With-Machine-Learning-And-NLP-2024 A companion repository for Krish Naik's Udemy course on complete data science, machine learning, NLP, and MLOps with end-to-end projects. I… | 24 | 2856 | active |
| bbruceyuan/Hands-On-Large-Language-Models-CN A Chinese translation of the book 'Hands-On Large Language Models' by Jay Alammar and Maarten Grootendorst, with annotated Jupyter notebook… | 64 | 2838 | active |
| wuhgit/CustomPinyinDictionary A community-built Chinese Pinyin input method dictionary with over a million common words, packaged for Fcitx5 (Linux and Android) and Gboa… | 50 | 2814 | active |
| logpai/loghub Loghub is a curated collection of raw system log datasets (HDFS, Hadoop, Spark, OpenStack, and more) for AI-driven log analytics research. … | 77 | 2807 | active |
| zhpmatrix/nlp-competitions-list-review A curated, continuously updated collection of top solutions and post-competition reviews for NLP (natural language processing) competitions… | 66 | 2805 | active |
| NiuTrans/MTBook An open-source Chinese-language textbook, 'Machine Translation: Foundations and Models' by Tong Xiao and Jingbo Zhu of NEU NLP Lab / NiuTra… | 23 | 2793 | stable |
| skishore/makemeahanzi Make Me a Hanzi is a free, open-source dataset of dictionary and graphical data for over 9000 common simplified and traditional Chinese cha… | 64 | 2637 | stable |
| RManLuo/Awesome-LLM-KG A curated awesome-list of papers and resources on unifying large language models with knowledge graphs. It tracks research on KG constructi… | 38 | 2613 | active |
| https-deeplearning-ai/tensorflow-1-public The public repository of assignments and ungraded labs for the DeepLearning.AI TensorFlow Developer Professional Certificate, organized cou… | 32 | 2611 | active |
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