resource: data-science
767 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| princewen/tensorflow_practice A collection of TensorFlow 1.4 practice examples and tutorials covering reinforcement learning, NLP, and recommendation systems, written in… | 32 | 7017 | maintenance |
| 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 |
| ZhangZhuoSJTU/Web3Bugs A curated dataset of exploitable bugs in Solidity smart contracts, extracted from code4rena audit contests and classified by bug nature (ou… | 43 | 1819 | active |
| duckduckgo/tracker-radar A dataset from DuckDuckGo cataloging the most common third-party web domains with rich metadata such as parent entity, prevalence, fingerpr… | 98 | 1718 | active |
| Barca0412/Introduction-to-Quantitative-Finance A Chinese-language open-source knowledge base for quantitative finance research, featuring a multi-factor equity investing tutorial, curate… | 73 | 1696 | 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 |
| centerforaisafety/hle Humanity's Last Exam (HLE) is a multi-modal benchmark of 2,500 expert-written questions across dozens of academic subjects, designed to tes… | 63 | 1665 | active |
| trickest/inventory A continuously updated asset inventory of over 800 public bug bounty programs, including DNS and web server data, maintained by Trickest. I… | 35 | 1602 | active |
| Kedreamix/Awesome-Talking-Head-Synthesis A curated awesome-list repository collecting papers, code, datasets, tools, and resources on talking head synthesis, including audio-driven… | 64 | 1547 | active |
| soluckysummer/n8n_workflows A collection of ready-to-import n8n workflow JSON configuration files shared alongside a YouTube channel's tutorials. Workflows cover AI ag… | 47 | 1482 | active |
| ikatsov/tensor-house TensorHouse is a collection of reference Jupyter notebooks and demo AI/ML applications covering enterprise use cases such as marketing, pri… | 23 | 1452 | active |
| MedMNIST/MedMNIST MedMNIST is a collection of 18 standardized biomedical image classification datasets (12 2D and 6 3D), available in multiple sizes from MNI… | 33 | 1398 | stable |
| poloclub/diffusiondb DiffusionDB is the first large-scale text-to-image prompt gallery dataset, containing 14 million images generated by Stable Diffusion from … | 32 | 1390 | stable |
| hendrycks/math The MATH Dataset is a benchmark of 12,500 competition mathematics problems with full step-by-step solutions, used to measure mathematical p… | 50 | 1386 | stable |
| AutoTrustAI/PaperGuru-Benchmark PaperGuru is a benchmark and research repository for Lifecycle-Aware Memory (LAM), a long-term memory primitive for long-horizon LLM agents… | 53 | 1324 | active |
| Tebmer/Awesome-Knowledge-Distillation-of-LLMs A curated awesome-list of research papers accompanying the survey 'A Survey on Knowledge Distillation of Large Language Models'. It organiz… | 30 | 1305 | 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 |
| 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 |
| niessner/Matterport Matterport3D is a large-scale RGB-D dataset of 90 building-scale indoor scenes with 194,400 RGB-D images, panoramic views, textured 3D mesh… | 55 | 1245 | stable |
| Ceyron/machine-learning-and-simulation A collection of handwritten notes and Jupyter Notebook source code accompanying a YouTube channel on machine learning and simulation. It co… | 60 | 1199 | active |
| 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 |
| DataExpert-io/llm-driven-data-engineering A public educational repository accompanying DataExpert's bootcamp course on LLM-driven data engineering concepts. It contains Python labs … | 28 | 1156 | active |
| cipher387/python-for-OSINT-21-days A 21-day beginner course teaching Python for open-source intelligence (OSINT) work, provided as a PDF/Notion curriculum with sample code fi… | 58 | 1120 | active |
| apache/flink-training A collection of hands-on lab exercises and solutions accompanying the official Apache Flink training documentation. It provides a Gradle-ba… | 69 | 1048 | active |
| AlphaFin-proj/AlphaFin AlphaFin is a financial analysis benchmark dataset plus StockGPT chat models and the Stock-Chain retrieval-augmented framework, targeting s… | 59 | 1029 | active |
| OSU-NLP-Group/Mind2Web Mind2Web is the first dataset and benchmark for developing and evaluating generalist LLM-based web agents that follow natural language inst… | 52 | 1021 | active |
| 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 |
| aaron-xichen/pytorch-playground A PyTorch playground providing pretrained models and dataset loaders for popular benchmarks like MNIST, SVHN, CIFAR10/100, STL10, and Image… | 32 | 2716 | maintenance |
| sjchoi86/Tensorflow-101 A collection of TensorFlow tutorials written as Jupyter Notebooks, aimed at TensorFlow and deep learning beginners. It covers basics throug… | 32 | 2591 | 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 |
| 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 |
| HuangCongQing/Algorithms_MathModels A MATLAB code collection implementing algorithms commonly used in mathematical modeling competitions (China CUMCM and MCM/ICM), covering op… | 32 | 2408 | 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 |
| google/youtube-8m Starter code from Google for training and evaluating TensorFlow models on the YouTube-8M large-scale labeled video dataset. It provides an … | 32 | 2378 | maintenance |
| realpython/python-scripts A curated collection of small, standalone Python scripts covering tasks like web crawling, file manipulation, JSON/CSV conversion, Git help… | 32 | 2159 | maintenance |
| cbailes/awesome-deep-trading A curated awesome-list of papers, code repositories, datasets, and courses on applying deep learning and machine learning to algorithmic tr… | 32 | 2032 | 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 |
| 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 |
| aptnotes/data APTnotes data is a curated dataset of publicly available papers and blogs about APT (Advanced Persistent Threat) campaigns and toolsets, in… | 32 | 1809 | 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 |
| myhhub/KnowledgeGraph A curated learning resource for building knowledge graphs from scratch, combining foundational theory articles, recommended papers, and a h… | 32 | 1688 | maintenance |
| confluentinc/demo-scene A collection of scripts, Docker Compose setups, and sample code supporting Confluent's demos, talks, and blogs about Apache Kafka and its e… | 67 | 1565 | 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 |
| 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 |
| simon987/awesome-datahoarding A curated awesome-list of data-hoarding related tools covering web archiving, download utilities, backup, compression, file systems, and lo… | 32 | 1333 | 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 |
| facebookresearch/Replica-Dataset The Replica Dataset is a collection of 18 high-quality 3D reconstructions of indoor spaces with dense geometry, HDR textures, glass/mirror … | 23 | 1316 | maintenance |
| OTRF/OSSEM OSSEM is a community-led project that documents, standardizes, and models security event logs through data dictionaries, a common data mode… | 32 | 1300 | maintenance |
| dxli94/WLASL WLASL is the largest video dataset for word-level American Sign Language (ASL) recognition, containing samples for 2,000 common ASL words/g… | 32 | 1257 | 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 |
| 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 |
| lindawangg/COVID-Net COVID-Net Open Source Initiative: deep learning models and the COVIDx chest X-ray datasets for COVID-19 detection and severity grading from… | 65 | 1167 | 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 |
| 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 |
| 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 |
| doc-analysis/TableBank TableBank is a large image-based benchmark dataset for table detection and table structure recognition, containing 417K high-quality labele… | 32 | 1084 | 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 |
| data-flair/machine-learning-projects A curated collection of 100+ machine learning project ideas with source code and linked tutorials from DataFlair, aimed at beginners, stude… | 27 | 1062 | maintenance |
| ibm-aur-nlp/PubLayNet PubLayNet is a large annotated dataset of over 360k document images from PubMed Central, with bounding boxes and polygonal segmentations fo… | 46 | 1060 | maintenance |
| alanchn31/Data-Engineering-Projects A collection of personal data engineering projects completed as part of Udacity's Data Engineering Nanodegree, covering ETL into Postgres, … | 32 | 1030 | maintenance |
| udacity/self-driving-car Udacity's open-source self-driving car project, containing deep learning steering models, ROS nodes, and over 10 hours of annotated driving… | 10 | 6315 | abandoned |
| openai/grade-school-math GSM8K is a dataset of 8.5K linguistically diverse grade school math word problems (7.5K train, 1K test) released by OpenAI to diagnose mult… | 10 | 1451 | abandoned |
| despoisj/DeepAudioClassification A Python pipeline that builds a dataset from a personal music library and trains a deep learning model to classify songs by genre. It accom… | 32 | 1114 | abandoned |
| burness/tensorflow-101 A collection of TensorFlow example and learning code covering MLPs, TFRecord conversion, model serving, GAN variants (AC-GAN, Info-GAN), im… | 32 | 1109 | abandoned |
| jacksu/utils4s A curated collection of Scala and Spark example code, demos, and learning resources covering common utility libraries (json4s, breeze, akka… | 23 | 1079 | abandoned |
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