resource: nlp
601 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| hse-aml/natural-language-processing A collection of Jupyter Notebook assignments for the Higher School of Economics Natural Language Processing course on Coursera. It covers c… | 23 | 1189 | maintenance |
| kavgan/nlp-in-practice A collection of Jupyter notebooks and Python scripts demonstrating practical NLP and text mining techniques, including Word2Vec, TF-IDF key… | 32 | 1185 | maintenance |
| ashishpatel26/Treasure-of-Transformers A curated awesome-list of transformer models for NLP, linking papers, blogs, videos, official repositories, and Colab notebooks for each mo… | 48 | 1179 | maintenance |
| baidu/DuReader DuReader is a collection of Chinese machine reading comprehension and question answering benchmark datasets, including MRC, passage retriev… | 32 | 1178 | maintenance |
| ndb796/Deep-Learning-Paper-Review-and-Practice A Korean-language educational repository collecting thorough reviews of popular deep learning papers with accompanying code practice notebo… | 32 | 1171 | maintenance |
| yuewang-cuhk/awesome-vision-language-pretraining-papers A curated awesome-list of research papers on Vision and Language PreTrained Models (VL-PTMs), covering image-, video-, and speech-based mul… | 32 | 1159 | maintenance |
| kuleshov/teaching-material A collection of Jupyter notebook tutorials prepared as preparatory material for machine learning and deep learning courses at Stanford and … | 32 | 1158 | maintenance |
| google-research-datasets/natural-questions Natural Questions is a large-scale question answering dataset from Google containing 307k real user search questions paired with Wikipedia … | 10 | 1138 | maintenance |
| thunlp/THUOCL THUOCL (THU Open Chinese Lexicon) is a set of high-quality open Chinese word lists curated by Tsinghua University's NLP lab, covering domai… | 32 | 1116 | maintenance |
| google-research-datasets/wit WIT (Wikipedia-based Image Text) is a large multimodal multilingual dataset of 37.6 million image-text pairs with 11.5 million unique image… | 10 | 1113 | maintenance |
| gordicaleksa/pytorch-original-transformer A PyTorch implementation of the original Transformer model from the 'Attention Is All You Need' paper (Vaswani et al.), designed as a learn… | 32 | 1111 | maintenance |
| liucongg/GPT2-NewsTitle A heavily commented Chinese-language GPT2 project that trains, tests, and deploys a news headline generation model using HuggingFace transf… | 32 | 1111 | maintenance |
| unit-mesh/unit-minions A Chinese-language tutorial project and research collection for training LoRA adapters on LLaMA (Alpaca LoRA) and ChatGLM models to boost s… | 21 | 1101 | maintenance |
| udacity/DSND_Term2 Udacity's Data Scientist Nanodegree Term 2 repository containing tutorial Jupyter notebooks and project templates. It covers the data scien… | 32 | 1095 | maintenance |
| yizt/cv-papers A curated collection of computer vision paper summaries, translations, and notes written in Chinese Markdown documents. It covers image cla… | 32 | 1091 | maintenance |
| huggingface/awesome-huggingface A curated awesome-list of open-source projects, official libraries, tutorials, and NLP toolkits that integrate with the Hugging Face ecosys… | 10 | 1091 | maintenance |
| OwnThink KnowledgeGraph OwnThink's open-source Chinese knowledge graph containing 140 million (entity, attribute, value) and (entity, relation, entity) triples dis… | 32 | 1088 | maintenance |
| linguishi/chinese_sentiment A Chinese sentiment analysis project implementing text classification with CNN and BI-LSTM models in TensorFlow. It includes data preparati… | 32 | 1086 | maintenance |
| guoday/Tencent2020_Rank1st The first-place winning solution code for the 2020 Tencent College Algorithm Contest, which predicts users' age and gender from 91 days of … | 32 | 1085 | maintenance |
| allenai/s2orc S2ORC is a large-scale open corpus of over 136 million scientific paper records with full text for roughly 12 million papers, built for NLP… | 32 | 1082 | maintenance |
| makcedward/nlp A tutorial repository documenting the author's NLP learning journey, with notebooks and articles covering text preprocessing, tokenization,… | 32 | 1082 | maintenance |
| MELD A research repository from declare-lab containing implementations of neural architectures (DialogueRNN, DialogueGCN, COSMIC, bcLSTM) for em… | 69 | 1079 | maintenance |
| richliao/textClassifier A Python repository implementing text classification models including Hierarchical Attention Networks, CNNs for sentence classification, an… | 32 | 1077 | maintenance |
| arbox/nlp-with-ruby A curated awesome-list of NLP and computational linguistics resources, libraries, and tutorials for the Ruby programming language. It catal… | 32 | 1076 | maintenance |
| hundredblocks/concrete_NLP_tutorial A Jupyter Notebook-based NLP workshop from ODSC 2017 covering practical, concrete solutions to real-world natural language processing probl… | 32 | 1076 | maintenance |
| MrLevo520/Mini-Python-Project A collection of small, fun Python mini-projects with tutorials aimed at beginners/freshmen, written in Jupyter Notebooks. Projects cover we… | 32 | 1075 | maintenance |
| curiousily/Deep-Learning-For-Hackers A free online book and collection of Jupyter notebook tutorials teaching deep learning fundamentals with TensorFlow 2 and Keras. It covers … | 32 | 1073 | maintenance |
| lukepolson/youtube_channel A collection of Jupyter notebooks accompanying the Python tutorials on Luke Polson's YouTube channel. Each notebook corresponds to a specif… | 32 | 1071 | maintenance |
| mihail911/nlp-library A curated collection of research papers for NLP practitioners, organized by task categories like POS tagging, parsing, and named entity rec… | 32 | 1070 | maintenance |
| zhjohnchan/awesome-image-captioning A curated awesome-list of image captioning resources, including papers organized by year and venue, datasets, challenges, and popular code … | 32 | 1067 | maintenance |
| dalmia/Deep-Learning-Book-Chapter-Summaries A collection of chapter-by-chapter summaries of the Deep Learning book by Goodfellow, Bengio, and Courville, written as Jupyter notebooks w… | 32 | 1066 | maintenance |
| chatopera/insuranceqa-corpus-zh A Chinese-language insurance-domain question-answering corpus collected from Insurance Library, translated from English and packaged with a… | 33 | 1064 | maintenance |
| piskvorky/gensim-data A data repository hosting pretrained NLP models (Word2Vec, GloVe, LDA, LSI) and text corpora as immutable GitHub release attachments, acces… | 23 | 1058 | maintenance |
| llSourcell/Learn-Natural-Language-Processing-Curriculum An 8-week self-study curriculum for learning Natural Language Processing, created by Siraj Raval to accompany his YouTube course. It compil… | 32 | 1052 | maintenance |
| PacktPublishing/Deep-Learning-with-Keras The official companion code repository for the Packt book 'Deep Learning with Keras', containing Jupyter Notebook examples for each chapter… | 67 | 1048 | maintenance |
| allenai/natural-instructions A community-built dataset of 1600+ NLP tasks with natural language instructions, from AllenAI. It supports instruction-tuning research like… | 23 | 1046 | maintenance |
| nlpinaction/learning-nlp Companion code repository for a Chinese-language NLP book aimed at beginners, covering word segmentation, POS tagging, NER, keyword extract… | 32 | 1043 | maintenance |
| iphysresearch/TOP250movie_douban A Jupyter Notebook-based educational project that scrapes Douban Top 250 movie short reviews with Scrapy, then performs data cleaning, stat… | 32 | 1022 | maintenance |
| thunlp/NREPapers A curated list of must-read papers on neural relation extraction (NRE), maintained by THUNLP. It also catalogs relevant datasets and survey… | 32 | 1021 | maintenance |
| PiotrNawrot/nanoT5 nanoT5 is a PyTorch codebase for pre-training and fine-tuning T5-style encoder-decoder language models on a limited budget, e.g. a single A… | 21 | 1021 | maintenance |
| nlptown/nlp-notebooks A collection of Jupyter notebooks covering practical Natural Language Processing topics, from word embeddings and topic modeling to BERT-ba… | 32 | 1014 | maintenance |
| xcfcode/Summarization-Papers A curated collection of research papers, slides, and blog notes on text summarization in NLP, organized with a learning route. It covers to… | 10 | 1006 | maintenance |
| ZhuiyiTechnology/pretrained-models A model zoo of open-source Chinese pre-trained language models (RoBERTa, SimBERT, WoBERT, T5 PEGASUS) released by Zhuiyi Technology, with s… | 32 | 1003 | maintenance |
| pengxiao-song/awesome-chinese-legal-resources A curated awesome-list collecting Chinese legal datasets and related resources, including official court documents, competition data, open-… | 29 | 1001 | maintenance |
| openai/gpt-3 The official OpenAI repository accompanying the GPT-3 paper 'Language Models are Few-Shot Learners', containing sample generations, synthet… | 10 | 15718 | abandoned |
| czy36mengfei/tensorflow2_tutorials_chinese A collection of Chinese-language Jupyter Notebook tutorials for TensorFlow 2.0, adapted from official TensorFlow tutorials with Keras-based… | 32 | 7777 | abandoned |
| spro/practical-pytorch A collection of project-based Jupyter notebook tutorials for learning PyTorch, focused on recurrent neural networks for NLP tasks like clas… | 10 | 4539 | abandoned |
| first20hours/google-10000-english A dataset of the 10,000 most common English words ranked by frequency, derived from n-gram frequency analysis of Google's Trillion Word Cor… | 32 | 4464 | abandoned |
| dsgiitr/d2l-pytorch A Jupyter Notebook adaptation of the 'Dive Into Deep Learning' book, converting its MXNet code examples into PyTorch. It covers deep learni… | 32 | 4359 | abandoned |
| christianversloot/machine-learning-articles An archived collection of machine learning articles originally published on MachineCurve.com between 2019 and 2022, covering topics like ne… | 32 | 3695 | abandoned |
| Kyubyong/nlp_tasks A curated map of natural language processing tasks with selected references, including papers, projects, datasets, and challenges. It serve… | 32 | 3009 | abandoned |
| ybayle/awesome-deep-learning-music A curated awesome-list of scientific articles, theses, and reports applying deep learning to music, including music information retrieval t… | 32 | 2984 | abandoned |
| Mining the Social Web The official code companion repository for the book 'Mining the Social Web, 2nd Edition' (O'Reilly, 2013), containing Jupyter notebook exam… | 32 | 2878 | abandoned |
| mesolitica/NLP-Models-Tensorflow A collection of 335+ simplified Jupyter Notebook implementations of machine learning and TensorFlow 1.x deep learning models for NLP tasks,… | 10 | 1781 | abandoned |
| 404notf0und/AI-for-Security-Learning A curated Chinese-language learning resource collecting articles, papers, and industry practices on applying AI and machine learning to sec… | 32 | 1772 | abandoned |
| fonnesbeck/statistical-analysis-python-tutorial A set of IPython notebook materials from a SciPy 2013 tutorial by Christopher Fonnesbeck teaching statistical data analysis in Python. It c… | 10 | 1738 | abandoned |
| memect/kg-beijing A study group repository for the Beijing Knowledge Graph Learning Group, containing a wiki-based curriculum covering knowledge extraction, … | 32 | 1677 | abandoned |
| abdulfatir/twitter-sentiment-analysis A collection of Python scripts comparing sentiment analysis methods on tweets, including Naive Bayes, SVM, logistic regression, CNN, and LS… | 32 | 1653 | abandoned |
| alexsosn/iOS_ML A curated awesome-list of machine learning, deep learning, NLP, computer vision, and speech resources for iOS developers, focusing on libra… | 32 | 1427 | abandoned |
| weiweifan/Big-Data-Resources A curated list of learning resources for big data, data mining, recommender systems, and machine learning, including videos, books, blogs, … | 32 | 1414 | abandoned |
| jackaduma/awesome_LLMs_interview_notes A curated collection of interview questions and reference answers for LLM (large language model) algorithm engineer roles, covering NLP and… | 27 | 1316 | abandoned |
| babylonhealth/fastText_multilingual A collection of 78 alignment matrices that project Facebook's monolingual fastText word vectors into a single shared multilingual vector sp… | 32 | 1201 | abandoned |
| tuan3w/obsidian-template A starter template vault for Obsidian implementing the Zettelkasten/Second Brain note-taking method, with note templates, themes, plugin co… | 65 | 1116 | abandoned |
| Zephery/weiboanalysis A Python graduation project performing sentiment analysis and text classification on Weibo posts using SVM, Naive Bayes, and AdaBoost. It i… | 10 | 1088 | abandoned |
| robbiebarrat/rapping-neural-network A generative art project: a recurrent neural network trained on Kanye West's discography that writes rap lyrics word by word with rhymes an… | 23 | 1062 | abandoned |
| openai/summarize-from-feedback Research code and human feedback dataset from OpenAI's paper 'Learning to Summarize from human feedback', including a supervised baseline, … | 10 | 1062 | abandoned |
| adventuresinML/adventures-in-ml-code A companion code repository for the Adventures in Machine Learning website, containing Python scripts and notebooks for deep learning tutor… | 32 | 1027 | abandoned |
| adeshpande3/LSTM-Sentiment-Analysis A Jupyter notebook tutorial and accompanying training data for performing sentiment analysis with LSTMs in TensorFlow, based on an O'Reilly… | 32 | 1007 | abandoned |
| rasbt/LLMs-from-scratch The official code repository for the book 'Build a Large Language Model (From Scratch)', containing step-by-step PyTorch implementations of… | 73 | 103857 | active |
| dair-ai/Prompt-Engineering-Guide A comprehensive open-source guide by DAIR.AI collecting papers, lessons, notebooks, and resources on prompt engineering, context engineerin… | 63 | 77807 | active |
| Asabeneh/30-Days-Of-Python A free, step-by-step 30-day curriculum for learning the Python programming language, covering fundamentals through web development, APIs, d… | 76 | 71964 | stable |
| anthropics/claude-cookbooks A collection of Jupyter notebook recipes and guides from Anthropic demonstrating effective ways to use the Claude API. It covers capabiliti… | 72 | 52173 | active |
| google-research/google-research A large monorepo containing code and datasets released by Google Research alongside its publications, spanning machine learning, AI, and ma… | 77 | 38625 | active |
| HandsOnLLM/Hands-On-Large-Language-Models The official companion code repository for the O'Reilly book 'Hands-On Large Language Models' by Jay Alammar and Maarten Grootendorst, cont… | 59 | 28623 | active |
| fastai/fastbook The fastai book, 'Deep Learning for Coders', published as a collection of Jupyter Notebooks covering deep learning with fastai and PyTorch.… | 23 | 25242 | stable |
| pytorch/examples A curated repository of short, high-quality PyTorch example projects covering vision, text, reinforcement learning, and distributed trainin… | 50 | 24015 | active |
| lukasmasuch/best-of-ml-python A curated, ranked list of 920+ open-source machine learning Python libraries, organized into 34 categories and updated weekly. Projects are… | 83 | 23731 | active |
| kmario23/deep-learning-drizzle A curated collection of links to university lecture videos, slides, and course pages covering deep learning, machine learning, reinforcemen… | 67 | 12933 | stable |
| scutan90/DeepLearning-500-questions An open-source Chinese-language book, 'Deep Learning 500 Questions', covering probability, linear algebra, machine learning, deep learning,… | 32 | 57575 | maintenance |
| datawhalechina/all-in-rag An open-source Chinese-language tutorial (Datawhale) providing a full-stack guide to Retrieval-Augmented Generation (RAG) for LLM applicati… | 61 | 10622 | active |
| roboticcam/machine-learning-notes A continuously updated collection of 2000+ slides, Jupyter Notebook demos, and video links covering machine learning, probabilistic models,… | 73 | 10344 | active |
| jakevdp/PythonDataScienceHandbook The full text of Jake VanderPlas's Python Data Science Handbook, freely available as Jupyter notebooks covering IPython, NumPy, Pandas, Mat… | 32 | 49705 | maintenance |
| FareedKhan-dev/train-llm-from-scratch An educational repository and tutorial that implements a transformer-based LLM entirely from scratch in plain PyTorch, covering the full pi… | 65 | 9432 | active |
| lazyprogrammer/machine_learning_examples A large collection of machine learning, deep learning, NLP, and reinforcement learning example code and tutorials accompanying Lazy Program… | 68 | 8916 | active |
| PKU-YuanGroup/ChatLaw ChatLaw is a family of large language models and a multi-agent legal assistant tailored for Chinese legal language processing, built on a M… | 29 | 7588 | active |
| jason718/awesome-self-supervised-learning A curated awesome-list of self-supervised learning resources, including papers, surveys, talks, theses, and blogs across computer vision, N… | 63 | 6413 | active |
| charliedream1/ai_quant_trade A one-stop AI quantitative trading platform covering learning, simulation, and live trading of stocks, funds, and crypto. It bundles exampl… | 67 | 6375 | active |
| mrdbourke/tensorflow-deep-learning A collection of Jupyter Notebook course materials for the Zero to Mastery Deep Learning with TensorFlow course by Daniel Bourke. It covers … | 32 | 5943 | active |
| TingsongYu/PyTorch-Tutorial-2nd A free open-source Chinese-language book and companion Jupyter Notebook codebase teaching PyTorch from basics through CV, NLP, and LLM appl… | 67 | 4584 | active |
| Moataz-Elmesmary/Data-Science-Roadmap A free self-learning roadmap repository guiding learners into data science from A to Z, curating the best free resources, videos, and cheat… | 57 | 4352 | active |
| googlesamples/mlkit A collection of quickstart sample apps demonstrating Google's ML Kit APIs on Android and iOS. It covers vision features like barcode scanni… | 65 | 4287 | active |
| emilwallner/Screenshot-to-code A deep learning project and tutorial that trains a neural network (based on pix2code) to convert design mockup screenshots into static HTML… | 32 | 16493 | maintenance |
| hemansnation/AI-Engineer-Headquarters An open-source, action-oriented curriculum and learning roadmap for becoming an AI engineer, covering ML, MLOps, LLMs, RAG systems, fine-tu… | 55 | 3673 | active |
| PaddlePaddle/awesome-DeepLearning An official PaddlePaddle one-stop deep learning learning hub containing courses, books, case studies, a knowledge wiki, and interview quest… | 32 | 3647 | active |
| krzjoa/awesome-python-data-science A curated awesome-list cataloging Python data science software across machine learning, deep learning, NLP, visualization, and related area… | 67 | 3569 | active |
| maziarraissi/Applied-Deep-Learning A two-semester graduate-level Applied Deep Learning course by Maziar Raissi, provided as lecture notes (PDFs) and YouTube playlists coverin… | 32 | 3558 | stable |
| ethen8181/machine-learning A continuously updated collection of machine learning and data science tutorials written as Jupyter notebooks in Python 3. It covers topics… | 73 | 3498 | active |
| jonyzhang2023/awesome-embodied-vla-va-vln A curated awesome-list of 700+ state-of-the-art research papers and resources in embodied AI, covering Vision-Language-Action (VLA) models,… | 64 | 3481 | active |
| YangLing0818/Diffusion-Models-Papers-Survey-Taxonomy A curated, continuously updated collection of research papers on diffusion models, organized according to the authors' ACM Computing Survey… | 52 | 3363 | active |
| yunlong10/Awesome-LLMs-for-Video-Understanding A curated awesome-list accompanying the survey paper 'Video Understanding with Large Language Models' (IEEE TCSVT). It catalogs papers, cod… | 73 | 3273 | active |