SSealbook
Sealbook / Open source / Machine learning & data science

Top open-source machine learning & data science on GitHub

4,679 repositories with 1,000+ stars, ranked by stars. Leading: openclaw, tensorflow, stable-diffusion-webui.

RepositoryStarsLanguageLicenseActivity
101ATH-MaaS/Pixelle-Video๐Ÿš€ AI ๅ…จ่‡ชๅŠจ็Ÿญ่ง†้ข‘ๅผ•ๆ“Ž | AI Fully Automated Short Video Engineโ˜… 29.1kPythonApache-2.0Slowing
102reflex-dev/reflex๐Ÿ•ธ๏ธ Web apps in pure Python ๐Ÿโ˜… 29kPythonApache-2.0Active
103dmlc/xgboostScalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single maโ˜… 28.9kC++Apache-2.0Active
104ZuzooVn/machine-learning-for-software-engineersA complete daily plan for studying to become a machine learning engineer.โ˜… 28.9kโ€”CC-BY-SA-4.0Stale
105Ebazhanov/linkedin-skill-assessments-quizzesFull reference of LinkedIn answers 2024 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Goโ˜… 28.9kPythonAGPL-3.0Active
106srbhr/Resume-MatcherThe #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.โ˜… 28.8kPythonApache-2.0Active
107invoke-ai/InvokeAIInvoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create vโ˜… 28.7kTypeScriptApache-2.0Active
108deezer/spleeterDeezer source separation library including pretrained models.โ˜… 28.5kPythonMITSlowing
109HumanSignal/label-studioLabel Studio is a multi-type data labeling and annotation tool with standardized output formatโ˜… 28.5kTypeScriptApache-2.0Active
110huggingface/lerobot๐Ÿค— LeRobot: Making AI for Robotics more accessible with end-to-end learningโ˜… 28.3kPythonApache-2.0Active
111fastai/fastaiThe fastai deep learning libraryโ˜… 28.2kJupyter NotebookApache-2.0Active
112CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackersaka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, โ˜… 28.2kJupyter NotebookMITStale
113svc-develop-team/so-vits-svcSoftVC VITS Singing Voice Conversionโ˜… 28.1kPythonAGPL-3.0Archived
114Stability-AI/generative-modelsGenerative Models by Stability AIโ˜… 27.3kPythonMITSlowing
115mozilla/DeepSpeechDeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspbeโ˜… 26.8kC++MPL-2.0Archived
116Anjok07/ultimatevocalremovergui GUI for a Vocal Remover that uses Deep Neural Networks.โ˜… 26.7kPythonMITActive
117yikart/AiToEarnLet's use AI to Earn!โ˜… 26.6kTypeScriptMITActive
118pjreddie/darknetConvolutional Neural Networksโ˜… 26.5kCOtherStale
119WZMIAOMIAO/deep-learning-for-image-processingdeep learning for image processing including classification and object-detection etc.โ˜… 26.4kPythonGPL-3.0Slowing
120terryum/awesome-deep-learning-papersThe most cited deep learning papersโ˜… 26.2kTeXโ€”Stale
121datawhalechina/pumpkin-bookๅ—็“œไนฆ๏ผšใ€Šๆœบๅ™จๅญฆไน ใ€‹๏ผˆ่ฅฟ็“œไนฆ๏ผ‰ๅ…ฌๅผ่ฏฆ่งฃโ˜… 26.1kโ€”OtherSlowing
122shap/shapA game theoretic approach to explain the output of any machine learning model.โ˜… 25.8kJupyter NotebookMITActive
123ageron/handson-mlโ›”๏ธ DEPRECATED โ€“ See https://github.com/ageron/handson-ml3 or handson-mlp instead.โ˜… 25.6kJupyter NotebookApache-2.0Slowing
124matterport/Mask_RCNNMask R-CNN for object detection and instance segmentation on Keras and TensorFlowโ˜… 25.6kPythonOtherStale
125lucidrains/vit-pytorchImplementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorโ˜… 25.6kPythonMITActive
126ranaroussi/yfinanceDownload market data from Yahoo! Finance's APIโ˜… 25.6kPythonApache-2.0Active
127microsoft/JARVISJARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdfโ˜… 25.5kPythonMITStale
128mxgmn/WaveFunctionCollapseBitmap & tilemap generation from a single example with the help of ideas from quantum mechanicsโ˜… 25.4kC#OtherActive
129fastai/fastbookThe fastai book, published as Jupyter Notebooksโ˜… 25.4kJupyter NotebookOtherActive
130readest/readestReadest is a modern, feature-rich ebook reader designed for avid readers offering seamless cross-platform access, powerful tools, and an intโ˜… 25.4kTypeScriptAGPL-3.0Active
131junyanz/pytorch-CycleGAN-and-pix2pixImage-to-Image Translation in PyTorchโ˜… 25.3kPythonOtherStale
132HumanSignal/labelImgLabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being develoโ˜… 25kPythonMITArchived
133HarisIqbal88/PlotNeuralNetLatex code for making neural networks diagramsโ˜… 25kTeXMITStale
134google-ai-edge/galleryA gallery that showcases on-device ML/GenAI use cases and allows people to try and use models locally.โ˜… 25kKotlinApache-2.0Active
135Dujltqzv/Some-Many-Booksไธชไบบๆ”ถ่—ไนฆ็ฑๅˆ—่กจใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€ใ€€โ˜… 24.9kโ€”โ€”Slowing
136karpathy/nn-zero-to-heroNeural Networks: Zero to Heroโ˜… 24.9kJupyter NotebookMITStale
137trekhleb/homemade-machine-learning๐Ÿค– Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explainedโ˜… 24.8kJupyter NotebookMITSlowing
138m-bain/whisperXWhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)โ˜… 24.6kPythonBSD-2-ClauseActive
139index-tts/index-ttsAn Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech Systemโ˜… 24.6kPythonOtherActive
140plotly/dashData Apps & Dashboards for Python. No JavaScript Required.โ˜… 24.5kPythonMITActive
141graphdeco-inria/gaussian-splattingOriginal reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"โ˜… 24.2kPythonOtherStale
142PaddlePaddle/PaddlePArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice ๏ผˆใ€Ž้ฃžๆกจใ€ๆ ธๅฟƒๆก†ๆžถ๏ผŒๆทฑๅบฆๅญฆไน &ๆœบๅ™จๅญฆไน ้ซ˜ๆ€ง่ƒฝๅ•ๆœบใ€ๅˆ†ๅธƒๅผ่ฎญ็ปƒๅ’Œ่ทจๅนณๅฐ้ƒจ็ฝฒ๏ผ‰โ˜… 24.1kC++Apache-2.0Active
143pyg-team/pytorch_geometricGraph Neural Network Library for PyTorchโ˜… 24.1kPythonMITActive
144pytorch/examplesA set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.โ˜… 24.1kPythonBSD-3-ClauseStale
145PrefectHQ/prefectPrefect is a workflow orchestration framework for building resilient data pipelines in Python.โ˜… 24kPythonApache-2.0Active
146Tencent/ncnnncnn is a high-performance neural network inference framework optimized for the mobile platformโ˜… 24kC++OtherActive
147MaaAssistantArknights/MaaAssistantArknightsใ€Šๆ˜Žๆ—ฅๆ–น่ˆŸใ€‹ๅฐๅŠฉๆ‰‹๏ผŒๅ…จๆ—ฅๅธธไธ€้”ฎ้•ฟ่‰๏ผ| A one-click tool for the daily tasks of Arknights, supporting all clients.โ˜… 23.8kC++AGPL-3.0Active
148facebookresearch/audiocraftAudiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / โ˜… 23.7kJupyter NotebookMITSlowing
149serengil/deepfaceA Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Pythonโ˜… 23.6kPythonMITActive
150matplotlib/matplotlibmatplotlib: plotting with Pythonโ˜… 23.4kPythonโ€”Active