resource: nlp
601 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| lukas/ml-class A collection of bite-sized machine learning and deep learning tutorial projects for engineers, each with starter code in Jupyter Notebooks … | 32 | 2593 | active |
| chiphuyen/stanford-tensorflow-tutorials Code examples and exercises for Stanford's CS 20 course, TensorFlow for Deep Learning Research, taught by Chip Huyen. It walks learners fro… | 10 | 10371 | maintenance |
| GeostatsGuy/DataScienceInteractivePython A collection of interactive Python dashboards (Jupyter notebooks with ipywidgets) for learning data science, geostatistics, and machine lea… | 52 | 2589 | active |
| brightmart/nlp_chinese_corpus A collection of large-scale Chinese NLP corpora including Wikipedia entries, news articles, encyclopedia Q&A, community Q&A, and Chinese-En… | 52 | 9908 | maintenance |
| duoergun0729/nlp An open-source introductory book on NLP written in Chinese, hosted on GitHub and covering fundamentals like TF-IDF, Word2Vec, fastText, top… | 32 | 2492 | active |
| DorsaRoh/Machine-Learning A collection of Jupyter Notebook tutorials implementing machine learning models from scratch using only NumPy. It covers neural networks, t… | 39 | 2447 | active |
| THUNLP-MT/MT-Reading-List A curated machine translation reading list maintained by the Tsinghua Natural Language Processing Group, organized by topic from statistica… | 32 | 2433 | active |
| aws-samples/aws-machine-learning-university-accelerated-nlp A free course from AWS Machine Learning University covering accelerated Natural Language Processing, with slides, Jupyter notebooks, datase… | 32 | 2433 | stable |
| explosion/spacy-course A free, open-source online course teaching advanced NLP with spaCy, covering tokenization, named entity recognition, pipelines, and trainin… | 34 | 2427 | active |
| baojie/shiji-kb A knowledge base that transforms the 570,000-character Chinese classic 'Records of the Grand Historian' (Shiji) into an interactive, explor… | 60 | 2410 | active |
| hesamsheikh/ml-retreat A personal learning journal of intermediate-to-advanced machine learning topics, maintained as Jupyter notebooks and PDF study notes. It co… | 41 | 2371 | active |
| NirantK/awesome-project-ideas A curated awesome-list of 30+ practical deep learning and machine learning project ideas spanning NLP, computer vision, forecasting, recomm… | 32 | 9290 | maintenance |
| Shichun-Liu/Agent-Memory-Paper-List A curated paper list accompanying the survey 'Memory in the Age of AI Agents', organizing research on memory for foundation-model-based age… | 47 | 2344 | active |
| iamseancheney/python_for_data_analysis_2nd_chinese_version A Chinese translation of the second edition of 'Python for Data Analysis' (Wes McKinney), hosted as a readable online resource covering Num… | 77 | 8980 | maintenance |
| beir-cellar/beir BEIR is a heterogeneous benchmark for information retrieval, aggregating 15+ diverse IR datasets with a common evaluation framework for NLP… | 47 | 2275 | active |
| RedditSota/state-of-the-art-result-for-machine-learning-problems A curated repository tracking state-of-the-art (SoTA) results across machine learning problems, organized by learning paradigm (supervised,… | 32 | 8892 | maintenance |
| NLP-LOVE/Introduction-NLP Detailed study notes for the book 'Introduction to Natural Language Processing' by the author of HanLP, covering Chinese word segmentation,… | 60 | 2267 | active |
| ActiveVisionLab/Awesome-LLM-3D A curated awesome-list of papers and resources on multi-modal large language models applied to 3D tasks, accompanying a survey paper. It co… | 61 | 2253 | active |
| itMrBoy/resumePolice A collection of LLM prompts and Dify workflow files for reviewing and improving resumes, plus generating interview questions from an interv… | 39 | 2252 | active |
| EgoAlpha/prompt-in-context-learning A curated awesome-list of papers, tutorials, and prompt examples for in-context learning and prompt engineering with LLMs like ChatGPT, GPT… | 68 | 2249 | active |
| wangkai930418/awesome-diffusion-categorized A curated awesome-list of diffusion model research papers organized by subareas such as image editing, inpainting, inversion, personalizati… | 62 | 2224 | active |
| arbox/machine-learning-with-ruby A curated awesome-list of machine learning resources for the Ruby programming language, including libraries, tutorials, data sources, books… | 32 | 2222 | active |
| cgpotts/cs224u The official code repository for Stanford's CS224u course on Natural Language Understanding, containing Jupyter notebook tutorials, homewor… | 36 | 2192 | active |
| Tongji-KGLLM/RAG-Survey A survey repository for Retrieval-Augmented Generation (RAG) for large language models, accompanying the arXiv paper 'Retrieval-Augmented G… | 26 | 2138 | active |
| CryptoAILab/Awesome-LM-SSP A curated awesome-list reading list of papers, surveys, toolkits, benchmarks, and competitions on the safety, security, and privacy of larg… | 65 | 2066 | active |
| crownpku/Awesome-Chinese-NLP A curated awesome-list of resources for Chinese natural language processing, including toolkits, corpora, academic organizations, commercia… | 32 | 7924 | maintenance |
| microsoft/ailab A collection of Microsoft AI Lab demo projects showcasing custom vision, attnGAN, Cognitive Search, machine reading comprehension, bots, an… | 23 | 7853 | maintenance |
| ivan-bilan/The-NLP-Pandect A comprehensive curated encyclopedia (awesome list) of Natural Language Processing resources, covering papers, datasets, benchmarks, podcas… | 70 | 2038 | active |
| Vay-keen/Machine-learning-learning-notes A set of Chinese-language study notes for Zhou Zhihua's machine learning textbook (the 'Watermelon Book'), covering supervised, unsupervise… | 32 | 7764 | maintenance |
| DA-southampton/NLP_ability A curated Chinese-language knowledge repository summarizing what an NLP engineer needs to learn, including interview questions, deep learni… | 32 | 7506 | maintenance |
| norvig/paip-lisp Open-source repository for Peter Norvig's classic textbook 'Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp',… | 23 | 7503 | maintenance |
| wangshusen/SearchEngine An educational repository of slides and video lectures (in Chinese) covering search engine technology, from basics and relevance ranking to… | 32 | 1909 | active |
| jsksxs360/How-to-use-Transformers A Chinese-language tutorial and code repository for quickly learning the Hugging Face Transformers library, covering NLP fundamentals throu… | 63 | 1891 | active |
| safe-graph/graph-fraud-detection-papers A curated awesome-list of academic papers and resources on graph- and transformer-based fraud, anomaly, and outlier detection, organized by… | 73 | 1889 | active |
| KyleBing/english-vocabulary A curated English vocabulary dataset of 54,356 words with Chinese translations, organized by level (middle school, high school, CET4, CET6,… | 76 | 1884 | active |
| likedan/Awesome-CoreML-Models A curated awesome-list of machine learning models converted to Apple's Core ML format for iOS, macOS, tvOS, and watchOS. It aggregates down… | 44 | 7044 | maintenance |
| yassouali/awesome-semi-supervised-learning A curated, regularly updated list of semi-supervised learning papers, methods, and resources, covering deep learning, computer vision, NLP,… | 32 | 1856 | active |
| shsarv/Machine-Learning-Projects A curated collection of 26 end-to-end machine learning projects in Jupyter Notebooks covering deep learning, NLP, computer vision, healthca… | 74 | 1833 | active |
| learnbyexample/py_regular_expressions An open-source ebook, 'Understanding Python re(gex)?', that teaches Python regular expressions step by step from beginner to advanced level… | 58 | 1829 | active |
| nltk/nltk_data The official data distribution repository for NLTK, containing corpora, trained models, tokenizers, and other data packages used with the N… | 73 | 1827 | stable |
| benedekrozemberczki/awesome-fraud-detection-papers A curated awesome-list of academic research papers on fraud detection, spanning data mining, graph learning, and machine learning venues li… | 58 | 1827 | active |
| kk7nc/Text_Classification A companion repository for the survey paper 'Text Classification Algorithms: A Survey', providing explanations and Python code for text cla… | 39 | 1820 | active |
| krishnaik06/Data-Science-Projects-For-Resumes A curated collection of end-to-end data science projects (machine learning, deep learning, NLP, computer vision) designed to build a resume… | 25 | 1803 | active |
| hymie122/RAG-Survey A curated collection of research papers on Retrieval-Augmented Generation (RAG) for AI-Generated Content, organized according to the author… | 25 | 1789 | active |
| Werneror/Poetry A comprehensive open dataset of over 850,000 classical Chinese poems spanning from the pre-Qin era to modern times, stored as CSV files wit… | 32 | 1767 | stable |
| SophonPlus/ChineseNlpCorpus A curated collection of Chinese natural language processing corpora and datasets, including sentiment analysis reviews, named entity recogn… | 32 | 6594 | maintenance |
| lihanghang/NLP-Knowledge-Graph A curated Chinese-language collection of research notes, papers, tools, datasets, and links covering NLP, knowledge graphs, knowledge-base … | 34 | 1763 | active |
| PaddlePaddle/Research A collection of novel deep learning research works implemented with PaddlePaddle, covering top-conference papers and competition-winning mo… | 32 | 1763 | active |
| Toyhom/Chinese-medical-dialogue-data A Chinese medical dialogue dataset containing 792,099 patient-doctor question-answer pairs organized into six departments: internal medicin… | 32 | 1756 | stable |
| bohyy/academic-ai-prompt A curated collection of 89+ AI prompts (in Chinese) designed for graduate students and academic researchers, covering topic selection, pape… | 45 | 1746 | active |
| tensorflow/nmt A TensorFlow tutorial and codebase teaching how to build neural machine translation (seq2seq) models from scratch, including attention mech… | 10 | 6454 | maintenance |
| microsoft/nlp-recipes Microsoft's collection of Jupyter notebooks and utility functions demonstrating best practices for building NLP systems with state-of-the-a… | 10 | 6429 | maintenance |
| devinpleuler/analytics-handbook A Jupyter Notebook-based handbook introducing technical skills for soccer analytics, using public data from Statsbomb and Metrica. It cover… | 32 | 1695 | stable |
| IBM/Project_CodeNet Project CodeNet is a large-scale curated dataset of ~14 million code submissions across 50+ programming languages, built to support AI-for-… | 49 | 1689 | stable |
| fwwdn/sensitive-stop-words A curated collection of Chinese sensitive-word and stopword lists for content moderation, text filtering, and NLP tokenization. It ships pl… | 64 | 1687 | active |
| nfmcclure/tensorflow_cookbook The official code repository for the book 'TensorFlow Machine Learning Cookbook' by Nick McClure, containing Jupyter Notebook recipes for T… | 32 | 6238 | maintenance |
| chinawithfrank/ChatBotCourse A Chinese-language tutorial series (with accompanying Python code) that teaches how to build a chatbot from scratch, covering NLP fundament… | 32 | 6017 | maintenance |
| zhaoyang97/Paper-Notes A curated collection of 23,000+ concise (5-minute) summaries of AI, LLM, NLP, and computer vision papers from top conferences like CVPR, IC… | 57 | 1628 | active |
| niderhoff/nlp-datasets A curated alphabetical list of free and public-domain text datasets for Natural Language Processing. It catalogs raw unstructured text corp… | 32 | 5995 | maintenance |
| yueliu1999/Awesome-Jailbreak-on-LLMs A curated awesome-list collecting state-of-the-art jailbreak methods on large language models, including papers, code, datasets, evaluation… | 67 | 1602 | active |
| ByteDance-Seed/Seed1.5-VL Seed1.5-VL is ByteDance's vision-language foundation model (532M vision encoder + 20B active-parameter MoE LLM) for general-purpose multimo… | 31 | 1586 | active |
| HKUSTDial/NL2SQL_Handbook A continuously updated handbook and survey repository tracking the latest Text-to-SQL (NL2SQL) techniques, accompanying TKDE'25 and VLDB'24… | 66 | 1575 | active |
| thunlp/TAADpapers A curated, categorized list of must-read research papers on textual adversarial attack and defense in NLP. It organizes over 150 papers by … | 44 | 1575 | active |
| bentrevett/pytorch-seq2seq A collection of Jupyter notebook tutorials on implementing sequence-to-sequence (seq2seq) models in PyTorch, covering encoder-decoder RNNs,… | 32 | 5707 | maintenance |
| frutik/awesome-search A curated awesome-list and knowledge graph of resources about search and information retrieval, with a strong e-commerce focus. It organize… | 76 | 1559 | active |
| dennybritz/cnn-text-classification-tf A simplified TensorFlow implementation of Kim's CNN architecture for sentence classification, accompanying a WildML blog post. It serves pr… | 32 | 5685 | maintenance |
| BuilderPulse/BuilderPulse BuilderPulse is an AI-generated daily intelligence brief for indie hackers and MicroSaaS founders, published as a bilingual (English/Chines… | 58 | 1549 | active |
| patchy631/machine-learning A collection of Jupyter Notebook tutorials covering machine learning topics from Python basics to LLMs and MLOps, accompanying the author's… | 32 | 1548 | active |
| amitshekhariitbhu/llm-internals A curated collection of blogs and videos teaching how large language models work internally, from tokenization and BPE to attention math an… | 58 | 1533 | active |
| udacity/deep-learning-v2-pytorch A collection of Jupyter Notebook tutorials and projects from Udacity's Deep Learning Nanodegree program, implemented in PyTorch. It covers … | 32 | 5518 | maintenance |
| zhaochen0110/Awesome_Think_With_Images A curated awesome-list repository accompanying a survey paper on 'Thinking with Images' for large vision-language models (LVLMs). It organi… | 51 | 1503 | active |
| aaronwangy/Data-Science-Cheatsheet A 5-page machine learning and data science cheatsheet in PDF form, based on MIT's ML courses 6.867 and 15.072. It summarizes core algorithm… | 32 | 5447 | maintenance |
| dvgodoy/PyTorchStepByStep The official companion repository for the book 'Deep Learning with PyTorch Step-by-Step: A Beginner's Guide', containing one runnable Jupyt… | 63 | 1484 | active |
| NiuTrans/Classical-Modern A large parallel corpus of Classical Chinese (wenyanwen) aligned with modern Chinese translations, covering 327 classical books with ~972k … | 32 | 1479 | stable |
| m2dsupsdlclass/lectures-labs A collection of lecture slides and Jupyter lab notebooks for a Master Year 2 Data Science Deep Learning course at Institut Polytechnique de… | 23 | 1470 | active |
| Yangzhangcst/Transformer-in-Computer-Vision A curated awesome-list of research papers on Transformer-based computer vision works, organized by task (detection, segmentation, classific… | 56 | 1464 | active |
| explosion/projects A repository of project templates for Weasel (spaCy projects) providing end-to-end NLP workflows from prototype to production. Templates co… | 23 | 1436 | active |
| husthuke/awesome-knowledge-graph A curated awesome-list of knowledge graph learning resources, including papers, surveys, datasets, tools, video courses, and project exampl… | 32 | 5147 | maintenance |
| MiuLab/Taiwan-LLM A collection of Traditional Mandarin large language models (Taiwan-LLM / TAME) built on the Llama-3 architecture, fine-tuned on Traditional… | 26 | 1426 | active |
| cjh0613/tencent-sensitive-words An offline dataset of sensitive words extracted from Tencent's software, published as a wordlist repository. It is intended for content mod… | 10 | 1423 | active |
| jacobeisenstein/gt-nlp-class Course materials for Georgia Tech CS 4650/7650 'Natural Language', including extensive TeX lecture notes covering data-driven NLP from bag-… | 32 | 5081 | maintenance |
| wooorm/dictionaries A monorepo of 92 normalized, installable Hunspell dictionaries in UTF-8, packaged as npm ESM packages (e.g. dictionary-en). Each package ex… | 32 | 1404 | active |
| Pluviobyte/rnskill A curated collection of 56 AI Agent Skills (SKILL.md packages) for Codex, Claude Code, and similar agent workflows, split into content-crea… | 67 | 1402 | active |
| lizhe2004/chatbot-list A curated list of articles, talks, and slides about intelligent customer service and chatbot applications, architectures, and algorithms, p… | 49 | 1394 | active |
| SCIR-HI/Huatuo-Llama-Med-Chinese BenTsao (formerly HuaTuo) is a collection of large language models instruction-tuned on Chinese medical knowledge, built from LLaMA, Chines… | 71 | 4986 | maintenance |
| juliasilge/tidy-text-mining The open-source manuscript of the book 'Text Mining with R: A Tidy Approach' by Julia Silge and David Robinson, written in bookdown/TeX. It… | 39 | 1376 | stable |
| MingchaoZhu/InterpretableMLBook A Chinese translation of Christoph Molnar's 'Interpretable Machine Learning' book, hosted on GitHub with downloadable releases. It systemat… | 23 | 4897 | maintenance |
| DEEP-PolyU/Awesome-LLM-based-Text2SQL A curated awesome-list accompanying a TKDE 2025 survey on LLM-based text-to-SQL, collecting research papers, benchmarks, datasets, and open… | 60 | 1358 | active |
| jxzhangjhu/Awesome-LLM-RAG A curated awesome-list of advanced papers, tutorials, workshops, and resources on Retrieval Augmented Generation (RAG) in Large Language Mo… | 69 | 1343 | active |
| INTERMT/Awesome-PyTorch-Chinese A curated Chinese-language collection of PyTorch learning resources, including tutorials, manuals, video courses, books, papers, and practi… | 32 | 4769 | maintenance |
| OpenDriveLab/DriveLM DriveLM is a research project and dataset for autonomous driving built around Graph Visual Question Answering (GVQA), where QA pairs about … | 41 | 1338 | active |
| NeekChaw/awesome-prompt A curated collection of ready-to-use AI prompts (in Chinese) for content creation, marketing, learning, and general LLM enhancement. Users … | 43 | 1336 | active |
| PandaBearLab/prompt-tutorial A Chinese-language tutorial series teaching prompt engineering for large language models like ChatGPT. It covers core principles such as cl… | 25 | 1326 | active |
| InsaneLife/ChineseNLPCorpus A curated collection of Chinese natural language processing datasets, including reading comprehension, task-oriented dialogue, and other NL… | 32 | 4612 | maintenance |
| PatWalters/practical_cheminformatics_tutorials A collection of Jupyter notebook tutorials for learning practical cheminformatics using open-source tools like RDKit, datamol, and molfeat.… | 77 | 1300 | active |
| musicinformationretrieval/musicinformationretrieval.com A collection of instructional Jupyter notebooks teaching music information retrieval (MIR) concepts, from Python and audio basics to featur… | 60 | 1280 | active |
| elyase/awesome-gpt3 A curated awesome-list collecting demos, articles, and resources about the OpenAI GPT-3 API. It catalogs example applications such as code … | 10 | 4521 | maintenance |
| jobbole/awesome-machine-learning-cn A Chinese-language translation and annotation of the awesome-machine-learning curated list, cataloging machine learning frameworks, librari… | 32 | 4485 | maintenance |
| patrick-llgc/Learning-Deep-Learning A curated collection of paper reading notes on deep learning and machine learning, with topic-organized reviews covering computer vision, 3… | 70 | 1269 | active |
| Kyubyong/transformer A readable TensorFlow 1.x implementation of the Transformer architecture from the paper 'Attention Is All You Need', targeted at machine tr… | 32 | 4474 | maintenance |