resource: nlp
601 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| fendouai/Awesome-Chatbot A curated awesome-list repository collecting chatbot projects, corpora, papers, and tutorials, with a focus on Chinese chatbots and seq2seq… | 75 | 2185 | maintenance |
| andrewt3000/DL4NLP A curated list of deep learning resources for natural language processing, covering courses, papers, and notes on sequence modeling tasks l… | 32 | 2180 | maintenance |
| ujjwalkarn/DataScienceR A curated list of R tutorials and packages for Data Science, NLP, and Machine Learning, serving as a reference guide for common data analys… | 32 | 2150 | maintenance |
| luispedro/BuildingMachineLearningSystemsWithPython Source code repository accompanying the book 'Building Machine Learning Systems with Python' (2nd edition) by Luis Pedro Coelho and Willi R… | 32 | 2133 | maintenance |
| golbin/TensorFlow-Tutorials A step-by-step collection of TensorFlow tutorial source code covering deep learning basics through advanced models like CNN, RNN, GAN, DQN,… | 32 | 2123 | maintenance |
| Timothyxxx/Chain-of-ThoughtsPapers A curated paper list tracking the chain-of-thought prompting research trend that started with 'Chain of Thought Prompting Elicits Reasoning… | 10 | 2104 | maintenance |
| mJackie/RecSys A curated collection of learning resources for recommender systems, computational advertising, and machine learning, with a focus on click-… | 32 | 2081 | maintenance |
| zibuyu/research_tao A Chinese-language open guide on how to get started with NLP research, written by a Tsinghua professor. It covers the academic community, r… | 32 | 2069 | maintenance |
| delip/PyTorchNLPBook Companion repository of Jupyter Notebook code and data for the O'Reilly book 'Natural Language Processing with PyTorch' by Delip Rao and Br… | 32 | 2057 | maintenance |
| candlewill/Dialog_Corpus A curated collection of links to Chinese and English dialogue corpora for training chatbot systems, including movie subtitles, SMS corpora,… | 32 | 2056 | maintenance |
| huggingface/awesome-papers A curated collection of NLP research papers and presentation materials from Hugging Face's internal science day discussions. Each entry lin… | 32 | 2050 | maintenance |
| jiqizhixin/Artificial-Intelligence-Terminology-Database A curated English-to-Chinese terminology database for artificial intelligence, containing roughly 2,400 professional terms organized alphab… | 32 | 2032 | maintenance |
| openai/gpt-2-output-dataset A dataset from OpenAI containing 250K WebText documents alongside 250K samples each from four GPT-2 model sizes, both untruncated and Top-K… | 10 | 2027 | maintenance |
| jindongwang/MachineLearning A curated collection of machine learning learning resources, primarily in Chinese, covering textbooks, video courses, code implementations,… | 32 | 2017 | maintenance |
| chenking2020/FindTheChatGPTer A curated Chinese-language list of open-source alternatives to ChatGPT and GPT-4, covering text LLMs and multimodal models such as ChatGLM,… | 30 | 2005 | maintenance |
| thu-coai/CDial-GPT CDial-GPT provides LCCC, a large-scale cleaned Chinese short-text conversation dataset, along with Chinese GPT-2-based dialogue models pre-… | 32 | 1962 | maintenance |
| rguthrie3/DeepLearningForNLPInPytorch An IPython Notebook tutorial teaching deep learning for natural language processing in PyTorch, from tensor basics through LSTMs and BiLSTM… | 32 | 1956 | maintenance |
| philipperemy/tensorflow-1.4-billion-password-analysis A research project and tooling for analyzing the 1.4 billion clear-text password BreachCompilation dataset using deep learning and NLP with… | 32 | 1952 | maintenance |
| loujie0822/DeepIE DeepIE is a collection of deep learning resources, paper summaries, and reference implementations for information extraction tasks such as … | 32 | 1932 | maintenance |
| K-Render/best-chinese-prompt A curated Chinese-language prompt collection ('Prompt Bible') for ChatGPT and other LLMs, organized by category with example prompts and te… | 30 | 1930 | maintenance |
| corollari/linusrants A dataset of Linus Torvalds' rants from the Linux kernel mailing list (2012-2015), classified by negativity using sentiment analysis. It is… | 32 | 1880 | maintenance |
| libukai/Awesome-ChatTTS An officially recommended curated collection of ChatTTS resources, including quick demos, popular forks, tutorials, FAQs, and error trouble… | 24 | 1880 | maintenance |
| microsoft/prompts-for-edu A curated collection of generative AI prompts from Microsoft designed for students, educators, and staff in K-12 and higher education. It p… | 28 | 1874 | maintenance |
| datawhalechina/team-learning-data-mining A collection of open-source study materials for Datawhale's group learning programs in the data mining and machine learning direction. It c… | 32 | 1858 | maintenance |
| anthropics/hh-rlhf Anthropic's human preference dataset for training helpful and harmless AI assistants via RLHF, plus human-generated red teaming transcripts… | 10 | 1856 | maintenance |
| Hironsan/awesome-embedding-models A curated awesome-list of embedding model resources including papers, courses, datasets, and implementations covering word2vec, GloVe, Fast… | 32 | 1852 | maintenance |
| GauravBh1010tt/DeepLearn A collection of Python implementations of deep learning research papers covering NLP, computer vision, and machine learning topics using Ke… | 23 | 1847 | maintenance |
| Jiakui/awesome-bert A curated awesome-list collecting BERT and XLNet related papers, GitHub repositories, and pre-trained model resources for NLP. It links off… | 32 | 1839 | maintenance |
| microsoft/CodeXGLUE CodeXGLUE is a benchmark dataset and open challenge from Microsoft for code intelligence, covering tasks like code search, code completion,… | 32 | 1839 | maintenance |
| leerumor/nlp_tutorial A Chinese-language NLP learning guide that aggregates SOTA model lists, surveys, and practical tips for core tasks like text classification… | 32 | 1829 | maintenance |
| BDBC-KG-NLP/QA-Survey-CN A Chinese-language survey of question answering research maintained by Beihang University's NLP team, covering KBQA, TextQA, TableQA, Visua… | 32 | 1817 | maintenance |
| apachecn/python_data_analysis_and_mining_action Annotated Python source code and notes accompanying the Chinese book 'Python Data Analysis and Mining in Action', organized by chapter with… | 32 | 1807 | maintenance |
| salesforce/WikiSQL WikiSQL is a large crowd-sourced annotated dataset for semantic parsing, pairing natural language questions with SQL queries over Wikipedia… | 10 | 1805 | maintenance |
| didi/ChineseNLP A curated catalog of datasets, shared tasks, and state-of-the-art results across many Chinese NLP tasks such as machine translation, word s… | 10 | 1805 | maintenance |
| shaoxiongji/knowledge-graphs A curated awesome-list collection of research papers, code, datasets, tools, and courses on knowledge graphs. It covers topics like knowled… | 32 | 1794 | maintenance |
| xavier-zy/Awesome-pytorch-list-CNVersion A Chinese translation of the Awesome-pytorch-list, a curated catalog of PyTorch-related libraries, tutorials, books, paper implementations,… | 32 | 1792 | maintenance |
| ChineseGLUE/ChineseGLUE ChineseGLUE is a language understanding evaluation benchmark for Chinese, providing datasets, baseline pre-trained models, corpora, and a p… | 32 | 1782 | maintenance |
| ChenglongChen/kaggle-CrowdFlower The 1st place winning solution code for the CrowdFlower Search Results Relevance competition on Kaggle. It provides a full pipeline for fea… | 32 | 1770 | maintenance |
| enggen/Deep-Learning-Coursera A collection of Jupyter Notebook solutions and notes for Andrew Ng's Deep Learning Specialization on Coursera (deeplearning.ai). It covers … | 32 | 1758 | maintenance |
| DA-southampton/Tech_Aarticle A curated Chinese-language reading list of technical articles on deep learning applied to search, recommendation, and NLP in industry, with… | 32 | 1757 | maintenance |
| Roshanson/TextInfoExp A collection of Chinese natural language processing experiments in Python, covering TF-IDF, text classification, clustering, word vectors, … | 32 | 1732 | maintenance |
| adashofdata/nlp-in-python-tutorial A Jupyter Notebook tutorial teaching natural language processing in Python by comparing stand-up comedians' transcripts. It covers text cle… | 62 | 1731 | maintenance |
| aespresso/a_journey_into_math_of_ml A collection of Chinese-language machine learning tutorials in Jupyter Notebook form, accompanied by video lectures on YouTube and Bilibili… | 32 | 1717 | maintenance |
| wanghaisheng/awesome-ocr A curated list of OCR (optical character recognition) resources, including libraries, cloud APIs, tools, and research paper trackers. It al… | 32 | 1703 | maintenance |
| dipanjanS/text-analytics-with-python Companion repository for the book 'Text Analytics with Python' (2nd Edition, Apress/Springer), containing Jupyter notebooks, code, and data… | 32 | 1698 | maintenance |
| zhengjingwei/machine-learning-interview A curated collection of machine learning and deep learning interview questions with answers, written primarily in Chinese. It covers fundam… | 32 | 1695 | maintenance |
| myhhub/KnowledgeGraph A curated learning resource for building knowledge graphs from scratch, combining foundational theory articles, recommended papers, and a h… | 32 | 1688 | maintenance |
| hanmq/MachineLearning_Zhouzhihua_ProblemSets A collection of personal solutions to the exercises in Zhou Zhihua's 'Machine Learning' textbook (the 'Watermelon Book'), with algorithms l… | 32 | 1682 | maintenance |
| ymcui/Chinese-XLNet A repository of pre-trained Chinese XLNet language models (XLNet-base and XLNet-mid) released by HFL, available in PyTorch and TensorFlow f… | 67 | 1646 | maintenance |
| msgi/nlp-journey A curated collection of documents, papers, and Python code covering core Natural Language Processing topics such as topic models, word embe… | 62 | 1629 | maintenance |
| fuzhenxin/Style-Transfer-in-Text A curated paper list for text style transfer and related controlled text generation research in NLP. It organizes papers into reviews, data… | 32 | 1627 | maintenance |
| justmarkham/DAT8 Course materials for General Assembly's 2015 Data Science course in Washington, DC, taught by Kevin Markham. It contains Jupyter notebooks … | 32 | 1620 | maintenance |
| hendrycks/test The MMLU (Massive Multitask Language Understanding) benchmark dataset and evaluation code from Hendrycks et al., ICLR 2021. It contains mul… | 32 | 1613 | maintenance |
| stanfordnlp/cs224n-winter17-notes LaTeX course notes for Stanford's CS224N (Natural Language Processing with Deep Learning) Winter 2017 offering. It provides written lecture… | 32 | 1605 | maintenance |
| theislab/single-cell-tutorial A Jupyter Notebook-based tutorial and case study accompanying the paper 'Current best practices in single-cell RNA-seq analysis: a tutorial… | 32 | 1589 | maintenance |
| DrSkippy/Data-Science-45min-Intros A collection of IPython notebook presentations from a data science team covering Python programming, statistics, and machine learning funda… | 32 | 1585 | maintenance |
| juand-r/entity-recognition-datasets A curated collection of annotated corpora for named entity recognition (NER) and entity recognition tasks across multiple languages, domain… | 73 | 1574 | maintenance |
| Beomi/KoAlpaca KoAlpaca is an open-source Korean instruction-following language model project with training code, datasets, and fine-tuned model weights b… | 30 | 1573 | maintenance |
| pytorch/android-demo-app A collection of Android demo apps showcasing PyTorch Mobile for on-device inference, including image classification, object detection, segm… | 10 | 1557 | maintenance |
| yechens/NL2SQL A curated collection of Text2SQL (natural language to SQL) resources, including datasets, papers, and solution approaches for semantic pars… | 32 | 1556 | maintenance |
| scorpionhiccup/StockPricePrediction A Jupyter Notebook-based research project applying supervised learning techniques (including LSTM/RNN models) to forecast stock prices from… | 32 | 1537 | maintenance |
| hermitdave/FrequencyWords A repository of preprocessed word frequency lists for many languages, generated from OpenSubtitles corpora, plus the C# generator code. Eac… | 32 | 1535 | maintenance |
| tstanislawek/awesome-document-understanding A curated awesome-list of research papers, datasets, tools, and resources for Document Understanding (DU) and Intelligent Document Processi… | 32 | 1535 | maintenance |
| CLUEbenchmark/CLUENER2020 CLUENER2020 is a fine-grained Chinese named entity recognition dataset and benchmark with 10 entity categories (address, book, company, gam… | 32 | 1521 | maintenance |
| google-deepmind/educational A collection of educational Jupyter/Colab tutorials from DeepMind teaching machine learning basics to audiences with no ML background. Topi… | 32 | 1487 | maintenance |
| FullStackRetrieval-com/RetrievalTutorials A collection of Jupyter Notebook tutorials and guides teaching retrieval and Retrieval Augmented Generation (RAG) for LLM applications, fro… | 26 | 1482 | maintenance |
| dair-ai/nlp_paper_summaries A community-curated repository of NLP paper summaries and TL;DRs organized by ACL-style tracks, intended as an approachable entry point to … | 32 | 1472 | maintenance |
| WenRichard/KBQA-BERT A knowledge base question answering (KBQA) system that uses BERT for named entity recognition and sentence similarity, built in Python with… | 32 | 1470 | maintenance |
| practical-nlp/practical-nlp-code The official companion code repository for the O'Reilly book 'Practical Natural Language Processing', containing Jupyter notebooks organize… | 32 | 1461 | maintenance |
| PKU-TANGENT/nlp-tutorial A beginner tutorial repository from PKU's TANGENT lab for getting started with NLP research. It curates foundational machine learning and d… | 32 | 1456 | maintenance |
| dalinvip/cnn-lstm-bilstm-deepcnn-clstm-in-pytorch A PyTorch implementation collection of neural network models (CNN, BiLSTM, BiGRU, DeepCNN, CLSTM) for text classification tasks like sentim… | 23 | 1449 | maintenance |
| Hello-SimpleAI/chatgpt-comparison-detection The Human ChatGPT Comparison Corpus (HC3) project provides datasets of paired human-expert and ChatGPT answers across domains like open QA,… | 31 | 1443 | maintenance |
| PolyAI-LDN/conversational-datasets A collection of tools and scripts from PolyAI for generating large, reproducible datasets for conversational response selection, including … | 32 | 1401 | maintenance |
| xiaopangxia/TCM-Ancient-Books A text corpus of nearly 700 Traditional Chinese Medicine (TCM) ancient books. It provides digitized classical Chinese medical texts for res… | 32 | 1401 | maintenance |
| coqui-ai/open-speech-corpora A curated list of open and accessible speech corpora for ASR, TTS, and other speech technologies, organized by license (e.g., CC-0). It cat… | 32 | 1399 | maintenance |
| Alic-yuan/nlp-beginner-finish A completed set of solutions to Fudan University's NLP-Beginner introductory exercises, covering five tasks from machine-learning text clas… | 32 | 1393 | maintenance |
| lyeoni/nlp-tutorial A collection of Jupyter Notebook tutorials on natural language processing built with PyTorch (and one Keras example). It covers text classi… | 32 | 1375 | maintenance |
| MemorialCheng/deep-learning-from-scratch A curated collection of learning materials for deep learning and machine learning, including source code and notes from the book 'Deep Lear… | 32 | 1368 | maintenance |
| zixian2021/AI-interview-cards A curated repository of over 1000 machine learning and deep learning interview questions and answers organized into 25 categories, includin… | 30 | 1352 | maintenance |
| KaiDMML/FakeNewsNet FakeNewsNet is a research dataset for fake news detection, with minimal CSV files of news samples from PolitiFact and GossipCop plus Python… | 32 | 1346 | maintenance |
| DirtyHarryLYL/Transformer-in-Vision A curated list of recent Transformer-based computer vision and related research works, with links to papers and code. It serves as a readin… | 32 | 1343 | maintenance |
| devAmoghS/Machine-Learning-with-Python A collection of small-scale machine learning projects in Python designed to teach core ML concepts, covering regression, classification, cl… | 67 | 1332 | maintenance |
| DengBoCong/nlp-paper A curated collection of NLP research papers organized by topic and date, with author-written reading notes for classic and novel papers. It… | 32 | 1332 | maintenance |
| SimmerChan/KG-demo-for-movie A tutorial demo that builds a movie knowledge graph from scratch (MySQL → D2RQ → RDF → Jena Fuseki) and implements a simple KBQA (knowledge… | 32 | 1329 | maintenance |
| omarsar/nlp_overview An open-source overview of modern deep learning techniques applied to natural language processing, published as a website at nlpoverview.co… | 32 | 1323 | maintenance |
| icoxfog417/awesome-text-summarization A curated awesome-list guide to text summarization, covering task definitions, extractive and abstractive approaches, transfer learning, ev… | 32 | 1311 | maintenance |
| neubig/nn4nlp-code A collection of Python code examples accompanying the CMU 11-747 'Neural Networks for NLP' course by Graham Neubig and collaborators. It de… | 32 | 1311 | maintenance |
| brianspiering/awesome-dl4nlp A curated awesome-list of Deep Learning for Natural Language Processing resources, including courses, books, tutorials, papers, frameworks,… | 61 | 1309 | maintenance |
| sajal2692/data-science-portfolio A portfolio of data science and machine learning projects presented as Jupyter notebooks, covering supervised/unsupervised learning, reinfo… | 73 | 1305 | maintenance |
| wainshine/Company-Names-Corpus A Chinese-language corpus dataset of company names (4.8M entries), organization names (1.1M), and company abbreviations/brand names (280K),… | 23 | 1296 | maintenance |
| google-deepmind/rc-data A question answering corpus from DeepMind accompanying the paper 'Teaching Machines to Read and Comprehend' (Hermann et al., NIPS 2015). It… | 10 | 1296 | maintenance |
| diasks2/ruby-nlp A curated awesome-list of Ruby natural language processing libraries, tools, and software, organized into categories like tokenizers, stemm… | 32 | 1285 | maintenance |
| YelpArchive/dataset-examples A collection of Python example scripts from Yelp demonstrating how to work with the Yelp Academic/Open Dataset, including a JSON-to-CSV con… | 10 | 1260 | maintenance |
| oreilly-japan/deep-learning-from-scratch-2 Companion source code repository for the O'Reilly Japan book 'Deep Learning from Scratch 2: Natural Language Processing' (2018). It contain… | 32 | 1249 | maintenance |
| AtmaHou/Task-Oriented-Dialogue-Research-Progress-Survey A curated survey of datasets and methods for task-oriented dialogue research, summarizing dataset details, download links, and SOTA leaderb… | 32 | 1238 | maintenance |
| matsuolab-edu/dl4us DL4US is a publicly released set of Jupyter Notebook course materials for a practical deep learning course aimed at engineers, originally o… | 32 | 1234 | maintenance |
| ayushidalmia/awesome-fashion-ai A curated awesome-list of research papers, datasets, workshops, and tutorials on AI for fashion and e-commerce. It organizes papers by topi… | 32 | 1233 | maintenance |
| roomylee/awesome-relation-extraction A curated awesome-list of resources for Relation Extraction, an NLP task, including surveys, papers, datasets, videos, systems, and framewo… | 32 | 1224 | maintenance |
| harpribot/awesome-information-retrieval A curated awesome-list of information retrieval and web search resources, including books, courses, software, datasets, talks, conferences,… | 32 | 1201 | maintenance |
| RubensZimbres/Repo-2017 A personal collection of Python example scripts covering machine learning, deep learning, NLP, and reinforcement learning, built with Keras… | 32 | 1191 | maintenance |