resource: nlp
601 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| mGalarnyk/Python_Tutorials A collection of Python, machine learning, and AI tutorials provided as Jupyter Notebooks with companion blog posts and YouTube videos. It c… | 77 | 1264 | active |
| CLUEbenchmark/CLUEDatasetSearch A curated searchable catalog of Chinese NLP datasets (with common English NLP datasets included), organized by task such as NER, QA, text c… | 32 | 4454 | maintenance |
| SnailTyan/deep-learning-papers-translation A curated collection of Chinese translations of classic deep learning papers, covering image classification and object detection models lik… | 32 | 4420 | maintenance |
| ibm-granite/granite-code-models A family of open decoder-only code foundation models from IBM, released under Apache 2.0 in base and instruct variants at 3B, 8B, 20B, and … | 10 | 1251 | active |
| zjunlp/KnowledgeEditingPapers A curated awesome-list of must-read research papers on knowledge editing for large language models, maintained by the zjunlp research group… | 76 | 1247 | active |
| wainshine/Chinese-Names-Corpus A curated corpus of Chinese, Japanese, and translated English personal names, plus surnames, kinship terms, and idioms, totaling millions o… | 46 | 4327 | maintenance |
| thunlp/PromptPapers A curated must-read paper list on prompt-based tuning for pre-trained language models, maintained by THUNLP. It organizes research papers i… | 32 | 4326 | maintenance |
| THUDM/LongBench LongBench is a benchmark suite (v1 and v2) for evaluating large language models on long-context understanding and reasoning tasks, with con… | 29 | 1229 | active |
| yzhuoning/Awesome-CLIP A curated awesome list of research papers, code implementations, and applications built around CLIP (Contrastive Language-Image Pre-Trainin… | 32 | 1227 | active |
| gaussic/text-classification-cnn-rnn A TensorFlow implementation of Chinese text classification using character-level CNN and RNN models, based on THUCNews data. It serves prim… | 32 | 4301 | maintenance |
| cs230-stanford/cs230-code-examples A collection of PyTorch and TensorFlow code examples created for Stanford's CS230 deep learning course, covering computer vision and NLP ta… | 32 | 4228 | maintenance |
| CodeCutTech/Data-science A curated collection of data science articles, videos, and code examples from CodeCut, covering topics like MLOps, data management, testing… | 10 | 4220 | maintenance |
| karpathy/makemore A single-file, hackable PyTorch implementation of an autoregressive character-level language model, ranging from bigrams to a full Transfor… | 32 | 4215 | maintenance |
| VILA-Lab/Awesome-DLMs A curated awesome-list accompanying the survey paper 'A Survey on Diffusion Language Models', collecting papers, code, demos, benchmarks, a… | 63 | 1202 | active |
| codemayq/chinese-chatbot-corpus A curated collection and unified processing pipeline for publicly available Chinese chit-chat conversation corpora, aggregating eight sourc… | 32 | 4194 | maintenance |
| gimseng/99-ML-Learning-Projects A community-curated collection of 99 machine learning coding exercises and solutions, currently at 10 completed projects. Exercises range f… | 32 | 1199 | active |
| dalinvip/Awesome-ChatGPT A curated awesome-list aggregating ChatGPT and large language model resources, including news, papers, PDF reports, and links about GPT-4, … | 42 | 4189 | maintenance |
| roatienza/Deep-Learning-Experiments A collection of deep learning lecture notes (PDFs), videos, and PyTorch Jupyter notebook experiments covering topics from MLPs and CNNs to … | 66 | 1198 | active |
| IAAR-Shanghai/Awesome-AI-Memory A curated, continuously updated knowledge base (awesome list) on AI memory for LLMs and agents, collecting research papers, frameworks, ben… | 61 | 1196 | active |
| yzy1996/English-Writing A curated collection of English vocabulary and phrase templates for writing scientific research papers, organized by paper section (abstrac… | 67 | 1183 | active |
| SkalskiP/vlms-zero-to-hero A tutorial series of Jupyter notebooks teaching the path from NLP and computer vision fundamentals to Vision-Language Models. Each notebook… | 22 | 1179 | active |
| jphall663/awesome-machine-learning-interpretability A curated awesome-list of resources on machine learning interpretability and responsible AI, including fairness, explainability, transparen… | 70 | 4060 | maintenance |
| udacity/deep-learning A collection of Jupyter Notebook tutorials and projects from Udacity's Deep Learning Nanodegree Foundations program. It covers implementing… | 32 | 4053 | maintenance |
| km1994/nlp_paper_study A curated collection of study notes on top-conference NLP papers, covering topics like BERT, Transformers, prompt engineering, information … | 32 | 4033 | maintenance |
| cedrickchee/awesome-transformer-nlp A curated awesome-list of NLP resources focused on Transformer networks, attention mechanisms, GPT/BERT, ChatGPT, LLMs, and transfer learni… | 32 | 1149 | active |
| hylarucoder/ai-flavor-remover A curated prompt (system prompt) for rewriting AI-generated Chinese text to remove its 'AI flavor' and make it read like human writing, tes… | 26 | 1136 | active |
| EdinburghNLP/awesome-hallucination-detection A curated awesome-list of papers on hallucination detection in large language models, with summaries of metrics, datasets, and methods. It … | 70 | 1125 | active |
| mhagiwara/100-nlp-papers A curated list of 100 must-read natural language processing papers compiled by Masato Hagiwara, covering machine learning, neural models, e… | 32 | 3846 | maintenance |
| skygazer42/DL-Hub DL-Hub is a comprehensive PyTorch deep learning learning repository with 339 lessons across 8 tracks (vision, NLP, GNN, point cloud, genera… | 77 | 1114 | active |
| allmachinelearning/MachineLearning A curated collection of machine learning learning resources, primarily in Chinese, covering textbooks, courses, code implementations, and d… | 32 | 3839 | maintenance |
| TrickyGo/Dive-into-DL-TensorFlow2.0 A Chinese-language open-source book that ports the 'Dive into Deep Learning' (D2L) textbook's MXNet code examples to TensorFlow 2.0, presen… | 23 | 3823 | maintenance |
| Projects-Developer/50-Final-Year-Projects-with-Source-Code A curated collection of 50 final-year academic projects for computer science and engineering students, each with source code, synopsis, rep… | 49 | 1097 | active |
| taoyds/spider Spider is a large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-SQL, with 10,181 questions and 5,69… | 32 | 1097 | stable |
| veekaybee/what_are_embeddings A survey paper and accompanying Jupyter notebooks by Vicki Boykis providing a deep dive into embeddings, from TF-IDF and Word2Vec through t… | 56 | 1096 | stable |
| liucongg/NLPDataSet A curated collection of Chinese NLP datasets gathered and cleaned by the author, covering named entity recognition (NER), text summarizatio… | 32 | 1093 | stable |
| ShareGPT4Omni/ShareGPT4Video ShareGPT4Video is the official implementation of a NeurIPS 2024 paper providing a large-scale video-text dataset (40K GPT4V-generated capti… | 24 | 1093 | active |
| NTUMARS/Awesome-WiFi-CSI-Sensing A curated awesome-list of papers, benchmarks, datasets, tools, and code repositories for WiFi CSI (channel state information) sensing. It o… | 47 | 1092 | active |
| felixonmars/fcitx5-pinyin-zhwiki A tool and generated dictionary that builds a Pinyin dictionary for fcitx5-pinyin and Rime input methods from Chinese Wikipedia data. It co… | 63 | 1087 | active |
| HillZhang1999/llm-hallucination-survey A curated reading list of research papers on hallucination in large language models, organized by evaluation, sources, and mitigation. It a… | 48 | 1085 | active |
| aangelopoulos/conformal-prediction A collection of Jupyter notebooks demonstrating conformal prediction (conformal inference) on real-world machine learning tasks like image … | 56 | 1081 | active |
| heathersherry/Knowledge-Graph-Tutorials-and-Papers A curated awesome-list of tutorials, papers, and resources about knowledge graphs, covering construction, embedding, reasoning, question an… | 76 | 1070 | active |
| Fenng/Tech-Doc-Style-Chinese A reusable writing skill (style guide) for Chinese technical documentation, product copy, and UI text, packaged for AI coding agents like C… | 75 | 1070 | active |
| Neph0s/awesome-llm-role-playing-with-persona A curated awesome-list of papers and resources on large language models role-playing with assigned personas, covering character role-play, … | 67 | 1065 | active |
| lucasjinreal/tensorflow_poems A TensorFlow-based deep learning project that trains an LSTM/RNN model on ~40,000 Tang dynasty poems to automatically generate classical Ch… | 32 | 3630 | maintenance |
| quqxui/Awesome-LLM4IE-Papers A curated awesome-list of academic papers on generative Information Extraction (IE) using Large Language Models, organized by task (NER, re… | 26 | 1060 | active |
| LC1332/Luotuo-Chinese-LLM Luotuo (Camel) is an umbrella open-source project for Chinese large language models, releasing a series of fine-tuned LLMs, datasets, train… | 30 | 3588 | maintenance |
| dataprofessor/code A compilation of R and Python code notebooks accompanying the Data Professor YouTube channel's data science tutorials. It covers explorator… | 60 | 1049 | active |
| NELSONZHAO/zhihu A collection of Jupyter Notebook tutorials accompanying the author's Zhihu column '机器不学习', implementing deep learning projects in TensorFlo… | 32 | 3522 | maintenance |
| kajweb/dict A collection of English vocabulary word lists (CET-4/6, postgraduate entrance exam, IELTS, TOEFL, SAT, GMAT, GRE) scraped from a vocabulary… | 32 | 3505 | maintenance |
| PacktPublishing/Causal-Inference-and-Discovery-in-Python The official code repository for the Packt book 'Causal Inference and Discovery in Python', containing Jupyter Notebook exercises and examp… | 74 | 1029 | active |
| fastai/course-nlp A code-first university course introducing natural language processing through Jupyter notebooks in Python, covering topic modeling, sentim… | 32 | 3488 | maintenance |
| towardsai/tutorials A collection of free AI, machine learning, and data science tutorials by Towards AI, provided as Jupyter Notebook code examples with compan… | 32 | 1026 | active |
| kjaisingh/ML-for-High-Schoolers A curated learning path guide teaching machine learning and artificial intelligence specifically to high school students, written by a high… | 10 | 1025 | active |
| yaotingwangofficial/Awesome-MCoT An awesome-list repository accompanying the first systematic survey paper on Multimodal Chain-of-Thought (MCoT) reasoning (arXiv:2503.12605… | 58 | 1023 | active |
| jaymody/picoGPT A tiny, minimal implementation of GPT-2 inference in plain NumPy, with the forward pass in ~40 lines of code. It is an educational companio… | 31 | 3473 | maintenance |
| CLUEbenchmark/CLUECorpus2020 CLUECorpus2020 is a 100GB cleaned Chinese text corpus (35 billion characters) derived from Common Crawl for pre-training language models, p… | 62 | 1018 | stable |
| philipperemy/name-dataset A Python library and dataset of 730K first names and 983K last names with country rankings, gender prediction, fuzzy search, and autocomple… | 39 | 1017 | active |
| OpenBioLink/ThoughtSource ThoughtSource is an open hub of datasets and tools for chain-of-thought reasoning in large language models, providing standardized dataload… | 23 | 1015 | active |
| Shanyin-ai/shanyin-screenwriting-master A Claude Skill (.skill/.md prompt package) that turns Claude or similar LLM chat tools into a full-format screenwriting assistant, covering… | 48 | 1010 | active |
| zjunlp/Prompt4ReasoningPapers A curated paper list accompanying an ACL 2023 survey on reasoning with language model prompting. It organizes research on prompt engineerin… | 42 | 1006 | active |
| Smilexuhc/Data-Competition-TopSolution A curated collection of links to top-ranking open-source solutions from data science and machine learning competitions (CCF BDCI, DCIC, and… | 32 | 3365 | maintenance |
| datawhalechina/learn-nlp-with-transformers A Chinese-language open-source tutorial repository teaching natural language processing with the Transformers library, covering models like… | 32 | 3365 | maintenance |
| thunlp/PLMpapers A curated reading list of must-read papers on pre-trained language models (PLMs), with a family diagram showing relationships between model… | 32 | 3359 | maintenance |
| NAalytics/Assemblies-of-putative-SARS-CoV2-spike-encoding-mRNA-sequences-for-vaccines-BNT-162b2-and-mRNA-1273 A research dataset repository containing experimentally derived sequence assemblies of the mRNA components of the Moderna (mRNA-1273) and P… | 32 | 3352 | maintenance |
| graykode/nlp-roadmap A mind-map style roadmap and keyword collection for students learning Natural Language Processing, covering probability/statistics, machine… | 32 | 3266 | maintenance |
| google/BIG-bench BIG-bench is a collaborative benchmark with over 200 tasks for probing and measuring the capabilities of large language models. It includes… | 10 | 3247 | maintenance |
| Best AI Papers (Yearly Review) A yearly curated list of the most significant AI and data science research papers, organized by release date with video explanations, in-de… | 32 | 3183 | maintenance |
| sbrugman/deep-learning-papers A curated reading list of deep learning research papers organized by task (code, text, vision, audio) and ordered by date, with state-of-th… | 10 | 3182 | maintenance |
| zzw922cn/awesome-speech-recognition-speech-synthesis-papers A curated awesome-list of research papers on speech recognition, speech synthesis, speaker verification, voice conversion, and language mod… | 32 | 3130 | maintenance |
| CVI-SZU/Linly Linly is a project releasing Chinese-adapted open large language models, including Chinese-LLaMA 1&2, Chinese-Falcon, Linly-OpenLLaMA base … | 21 | 3044 | maintenance |
| endymecy/awesome-deeplearning-resources A curated awesome-list of deep learning and deep reinforcement learning research papers, sorted chronologically, with links to code, model … | 61 | 3024 | maintenance |
| weslynn/AlphaTree-graphic-deep-neural-network AlphaTree is a curated AI learning roadmap covering machine learning, deep learning, GANs, graph neural networks, NLP, and big data, with v… | 69 | 3013 | maintenance |
| leriomaggio/deep-learning-keras-tensorflow A Jupyter Notebook tutorial series introducing deep neural networks using Keras and TensorFlow, covering perceptrons, CNNs, autoencoders, a… | 23 | 2968 | maintenance |
| ConceptNet ConceptNet is a large multilingual commonsense knowledge graph linking over 13 million concepts across many natural languages, distributed … | 32 | 2953 | maintenance |
| DSKSD/DeepNLP-models-Pytorch A collection of Jupyter Notebook implementations of deep NLP models from Stanford's CS-224n course, written in PyTorch. It covers models li… | 32 | 2944 | maintenance |
| easy-tensorflow/easy-tensorflow A collection of simple, comprehensive TensorFlow tutorials with detailed Jupyter notebook explanations and accompanying Python source code.… | 23 | 2841 | maintenance |
| brightmart/roberta_zh A repository of pre-trained RoBERTa models for Chinese, implemented in TensorFlow with PyTorch versions also provided, loadable directly as… | 32 | 2791 | maintenance |
| susanli2016/NLP-with-Python A collection of Jupyter Notebook tutorials covering natural language processing with Python libraries such as Scikit-Learn, NLTK, SpaCy, Ge… | 32 | 2791 | maintenance |
| neologd/mecab-ipadic-neologd A customized system dictionary for the MeCab Japanese morphological analyzer, containing millions of neologisms and named entities extracte… | 23 | 2789 | maintenance |
| veb-101/Data-Science-Projects A curated collection of data science projects implemented in Python via Jupyter Notebooks, intended for hands-on learning. It covers a rang… | 32 | 2772 | maintenance |
| songyingxin/NLPer-Interview A curated collection of study notes and interview questions for NLP algorithm engineer positions, covering Python/C++, math, machine learni… | 32 | 2757 | maintenance |
| PaddlePaddle/book An interactive deep learning tutorial book ('Deep Learning 101') built as Jupyter Notebooks using the PaddlePaddle framework. It covers fun… | 10 | 2751 | maintenance |
| MubertAI/Mubert-Text-to-Music A set of Google Colab notebooks demonstrating prompt-based text-to-music generation through the Mubert API, including a demo combining Defo… | 32 | 2725 | maintenance |
| GanjinZero/awesome_Chinese_medical_NLP A curated awesome-list of public Chinese medical NLP resources, including terminology sets, corpora, word vectors, pretrained models, knowl… | 32 | 2623 | maintenance |
| luban-agi/Awesome-Domain-LLM A curated awesome-list collecting open-source domain-specific large language models, datasets, and evaluation benchmarks across verticals l… | 28 | 2581 | maintenance |
| km1994/NLP-Interview-Notes A curated collection of NLP algorithm engineer interview questions and study notes, covering topics like HMM, MEMM, CRF, BERT, Transformer,… | 32 | 2579 | maintenance |
| aleju/papers A curated collection of short, readable summaries of machine learning research papers, covering topics like deep learning, computer vision,… | 32 | 2502 | maintenance |
| curiousily/Getting-Things-Done-with-Pytorch A collection of Jupyter Notebook tutorials (with a free companion book) teaching how to solve real-world machine learning and deep learning… | 32 | 2502 | maintenance |
| howl-anderson/unlocking-the-power-of-llms A curated guide (primarily in Chinese) demonstrating how to use prompts and chains to turn ChatGPT (and Google Bard) into a powerful produc… | 31 | 2468 | maintenance |
| mahavivo/english-wordlists A collection of curated English wordlists for Chinese learners, including CET-4/6, Taiwan high school 7000 words, TOEFL, GRE, and COCA 2000… | 32 | 2457 | maintenance |
| github/CodeSearchNet CodeSearchNet is a dataset and benchmark suite from GitHub for semantic code search, containing about 6 million functions across six progra… | 10 | 2443 | maintenance |
| deeplearningturkiye/turkce-yapay-zeka-kaynaklari A curated Turkish-language collection of deep learning and machine learning resources in Turkey, maintained by the Deep Learning Türkiye co… | 32 | 2428 | maintenance |
| HarderThenHarder/transformers_tasks A collection of Jupyter Notebook-based NLP algorithm implementations built on the Hugging Face transformers library, covering text classifi… | 32 | 2420 | maintenance |
| dipanjanS/practical-machine-learning-with-python A companion repository for the Apress book 'Practical Machine Learning with Python', containing all code, Jupyter notebooks, and examples f… | 32 | 2385 | maintenance |
| Separius/awesome-sentence-embedding A curated awesome-list of pretrained sentence and word embedding models, organized into tables covering word embeddings, contextualized emb… | 10 | 2289 | maintenance |
| luopeixiang/named_entity_recognition A Chinese named entity recognition project implementing multiple sequence labeling models (HMM, CRF, BiLSTM, BiLSTM+CRF) in Python with PyT… | 32 | 2285 | maintenance |
| vaaaaanquish/Awesome-Rust-MachineLearning A curated awesome-list of machine learning libraries, tools, blogs, books, and papers written in Rust. It is aimed at developers migrating … | 32 | 2268 | maintenance |
| TingFree/NLPer-Arsenal A curated Chinese-language resource collection for NLP practitioners, aggregating competition strategies, task baselines with annotated cod… | 32 | 2237 | maintenance |
| Kyubyong/wordvectors A collection of pre-trained word vector (word embedding) models for 30+ languages, built from Wikipedia dumps using Word2Vec and fastText. … | 32 | 2234 | maintenance |
| edobashira/speech-language-processing A curated awesome-style list of speech and natural language processing resources, including toolkits, libraries, and references. It covers … | 32 | 2225 | maintenance |