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deep-learning.

Listed 125Updated Sep 13, 2026

  1. Rank 1. AI-For-Beginners12 Weeks, 24 Lessons, AI for All!GitHub stars: 68.5k
  2. Rank 2. spaCy💫 Industrial-strength Natural Language Processing (NLP) in PythonGitHub stars: 33.9k
  3. Rank 3. pytorch-lightningPretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.GitHub stars: 31.3k
  4. Rank 4. recommendersBest Practices on Recommendation SystemsGitHub stars: 21.9k
  5. Rank 5. onnxOpen standard for machine learning interoperabilityGitHub stars: 21.5k
  6. Rank 6. camel🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.orgGitHub stars: 17.7k
  7. Rank 7. litgpt20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.GitHub stars: 13.7k
  8. Rank 8. kornia🐍 Geometric Computer Vision Library for Spatial AIGitHub stars: 11.4k
  9. Rank 9. denoising-diffusion-pytorchImplementation of Denoising Diffusion Probabilistic Model in PytorchGitHub stars: 10.7k
  10. Rank 10. X-AnyLabelingX-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.GitHub stars: 10.4k
  11. Rank 11. sonnetTensorFlow-based neural network libraryGitHub stars: 10k
  12. Rank 12. PaLM-rlhf-pytorchImplementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLMGitHub stars: 7.9k
  13. Rank 13. maths-cs-ai-compendiumBecome a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.GitHub stars: 7.5k
  14. Rank 14. DeepPavlovAn open source library for deep learning end-to-end dialog systems and chatbots.GitHub stars: 7k
  15. Rank 15. flowerFlower: A Friendly Federated AI FrameworkGitHub stars: 7.1k
  16. Rank 16. x-transformersA concise but complete full-attention transformer with a set of promising experimental features from various papersGitHub stars: 5.9k
  17. Rank 17. gluontsProbabilistic time series modeling in PythonGitHub stars: 5.2k
  18. Rank 18. reasoning-from-scratchImplement a reasoning LLM in PyTorch from scratch, step by stepGitHub stars: 5.2k
  19. Rank 19. pytorch-forecastingTime series forecasting with PyTorchGitHub stars: 5k
  20. Rank 20. dm_controlGoogle DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.GitHub stars: 4.7k
  21. Rank 21. tree-of-thoughtsPlug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%GitHub stars: 4.6k
  22. Rank 22. neural_prophetNeuralProphet: A simple forecasting packageGitHub stars: 4.3k
  23. Rank 23. segment-geospatialA Python package for segmenting geospatial data with the Segment Anything Model (SAM)GitHub stars: 4.1k
  24. Rank 24. vector-quantize-pytorchVector (and Scalar) Quantization, in PytorchGitHub stars: 4k
  25. Rank 25. LitServeA minimal Python framework for building custom AI inference servers with full control over logic, batching, and scaling.GitHub stars: 3.9k
  26. Rank 26. min-dallemin(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorchGitHub stars: 3.5k
  27. Rank 27. polyaxonAI Infra / AI Orchestration / AI Control PlaneGitHub stars: 3.7k
  28. Rank 28. face.evoLVe🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥GitHub stars: 3.6k
  29. Rank 29. Beginner-Data-Science-ProjectsThis repository is a curated collection of hands-on data science projects tailored for beginners. Whether you're just starting your journey in data science or looking to strengthen your skills, these projects provide a practical and interactive way to apply your knowledge.GitHub stars: 3.1k
  30. Rank 30. thinc🔮 A refreshing functional take on deep learning, compatible with your favorite librariesGitHub stars: 2.9k
  31. Rank 31. leptonaiA Pythonic framework to simplify AI service buildingGitHub stars: 2.8k
  32. Rank 32. audiolm-pytorchImplementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in PytorchGitHub stars: 2.6k
  33. Rank 33. lion-pytorch🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in PytorchGitHub stars: 2.2k
  34. Rank 34. titans-pytorchUnofficial implementation of Titans, SOTA memory for transformers, in PytorchGitHub stars: 2k
  35. Rank 35. gigagan-pytorchImplementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANsGitHub stars: 1.9k
  36. Rank 36. byol-pytorchUsable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in PytorchGitHub stars: 1.9k
  37. Rank 37. AIX360Interpretability and explainability of data and machine learning modelsGitHub stars: 1.8k
  38. Rank 38. lightweight-ganImplementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or twoGitHub stars: 1.7k
  39. Rank 39. alphafold3-pytorchImplementation of Alphafold 3 from Google Deepmind in PytorchGitHub stars: 1.7k
  40. Rank 40. soundstorm-pytorchImplementation of SoundStorm, Efficient Parallel Audio Generation from Google Deepmind, in PytorchGitHub stars: 1.5k
  41. Rank 41. aeonA toolkit for time series machine learning and deep learningGitHub stars: 1.4k
  42. Rank 42. transfusion-pytorchPytorch implementation of Transfusion, "Predict the Next Token and Diffuse Images with One Multi-Modal Model", from MetaAIGitHub stars: 1.4k
  43. Rank 43. DI-starAn artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.GitHub stars: 1.4k
  44. Rank 44. ai-for-software-engineersAI foundations for software engineers.GitHub stars: 1.4k
  45. Rank 45. MedSegDiffUsing Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]GitHub stars: 1.4k
  46. Rank 46. perceiver-pytorchImplementation of Perceiver, General Perception with Iterative Attention, in PytorchGitHub stars: 1.2k
  47. Rank 47. Neural-Network-Architecture-DiagramsDiagrams for visualizing neural network architectureGitHub stars: 1.2k
  48. Rank 48. rtdlResearch on Tabular Deep Learning: Papers & PackagesGitHub stars: 1.2k
  49. Rank 49. fairseq2FAIR Sequence Modeling Toolkit 2GitHub stars: 1.1k
  50. Rank 50. tab-transformer-pytorchImplementation of TabTransformer, attention network for tabular data, in PytorchGitHub stars: 1.1k
  51. Rank 51. UniRepLKNet[CVPR 2024 & TPAMI 2025] UniRepLKNetGitHub stars: 1.1k
  52. Rank 52. overcooked_aiA benchmark environment for fully cooperative human-AI performance.GitHub stars: 1k
  53. Rank 53. AI-ML-CheatsheetsAll Stanford Cheatsheets: Artificial Intelligence, Transformers, LLMs, Deep Learning, Machine Learning, Probabilities, Statistics, Algebra and Calculus.GitHub stars: 999
  54. Rank 54. BS-RoFormerImplementation of Band Split Roformer, SOTA Attention network for music source separation out of ByteDance AI LabsGitHub stars: 935
  55. Rank 55. microgpt-cThe most atomic way to train and inference a GPT in pure, dependency-free CGitHub stars: 842
  56. Rank 56. rotary-embedding-torchImplementation of Rotary Embeddings, from the Roformer paper, in PytorchGitHub stars: 824
  57. Rank 57. AdanAdan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep ModelsGitHub stars: 822
  58. Rank 58. native-sparse-attention-pytorchImplementation of the sparse attention pattern proposed by the Deepseek team in their "Native Sparse Attention" paperGitHub stars: 813
  59. Rank 59. neurodiffeqA library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.GitHub stars: 790
  60. Rank 60. magvit2-pytorchImplementation of MagViT2 Tokenizer in PytorchGitHub stars: 668
  61. Rank 61. ema-pytorchA simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch modelGitHub stars: 660
  62. Rank 62. pulp-dronetA deep learning-powered visual navigation engine to enables autonomous navigation of pocket-size quadrotor - running on PULPGitHub stars: 622
  63. Rank 63. mmditImplementation of a single layer of the MMDiT, proposed in Stable Diffusion 3, in PytorchGitHub stars: 559
  64. Rank 64. pi-zero-pytorchImplementation of π₀, the robotic foundation model architecture proposed by Physical IntelligenceGitHub stars: 584
  65. Rank 65. hutb人车模拟器（Human-vehicle Simulator）GitHub stars: 581
  66. Rank 66. enformer-pytorchImplementation of Enformer, Deepmind's attention network for predicting gene expression, in PytorchGitHub stars: 573
  67. Rank 67. happy-transformerHappy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.GitHub stars: 546
  68. Rank 68. classifier-free-guidance-pytorchImplementation of Classifier Free Guidance in Pytorch, with emphasis on text conditioning, and flexibility to include multiple text embedding modelsGitHub stars: 544
  69. Rank 69. iTransformerUnofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant groupGitHub stars: 541
  70. Rank 70. local-attentionAn implementation of local windowed attention for language modelingGitHub stars: 505
  71. Rank 71. e2-tts-pytorchImplementation of E2-TTS, "Embarrassingly Easy Fully Non-Autoregressive Zero-Shot TTS", in PytorchGitHub stars: 517
  72. Rank 72. slot-attentionImplementation of Slot Attention from GoogleAIGitHub stars: 498
  73. Rank 73. pokerkitAn open-source Python library for poker game simulations, hand evaluations, and statistical analysisGitHub stars: 496
  74. Rank 74. rectified-flow-pytorchImplementation of rectified flow and some of its followup research / improvements in PytorchGitHub stars: 484
  75. Rank 75. vs-mlrtEfficient CPU/GPU ML Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2/v3, Real-CUGAN, RIFE, SCUNet, ArtCNN and more!)GitHub stars: 479
  76. Rank 76. tensorpoolThe CLI for GPUsGitHub stars: 436
  77. Rank 77. audio-development-toolsAudio Development Tools (ADT) is a project for advancing sound, speech, and music technologies, featuring components for machine learning, sound synthesis, speech and music generation, signal processing, game audio, digital audio workstations (DAWs), and more.GitHub stars: 468
  78. Rank 78. AI-Practices🎓 机器学习与深度学习实战教程 | Comprehensive ML & DL Tutorial with Jupyter Notebooks | 包含线性回归、神经网络、CNN、RNN等完整教程GitHub stars: 464
  79. Rank 79. dashAIdashAI: an interactive platform for training, evaluating and deploying AI modelsGitHub stars: 460
  80. Rank 80. clip-guided-diffusionA CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.GitHub stars: 459
  81. Rank 81. autoregressive-diffusion-pytorchImplementation of Autoregressive Diffusion in PytorchGitHub stars: 441
  82. Rank 82. recurrent-memory-transformer-pytorchImplementation of Recurrent Memory Transformer, Neurips 2022 paper, in PytorchGitHub stars: 425
  83. Rank 83. ml_forgeA visual-based graph node editor for training computer vision models.GitHub stars: 423
  84. Rank 84. rtdl-num-embeddings(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep LearningGitHub stars: 419
  85. Rank 85. DeepPiCarDeep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-ProcessorGitHub stars: 419
  86. Rank 86. q-transformerImplementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google DeepmindGitHub stars: 406
  87. Rank 87. lfai-landscape🌄 Open Source AI & Data Landscape - provides overview of top tier projects in the open source AI and Data ecosystem, shows projects through GitHub data, funding or market cap, first and last commits, contributor count and much other information.GitHub stars: 387
  88. Rank 88. llms-from-scratchBuild a ChatGPT like LLM from scratch in PyTorch, explained step by step.GitHub stars: 383
  89. Rank 89. mldl.studyML & DL roadmap with curated resources like videos, articles, research-papers, competitions, projects etc.GitHub stars: 380
  90. Rank 90. voice_activity_detectionVoice Activity Detection based on Deep Learning & TensorFlowGitHub stars: 372
  91. Rank 91. UTMOSv2UTokyo-SaruLab MOS Prediction SystemGitHub stars: 369
  92. Rank 92. deformable-attentionImplementation of Deformable Attention in Pytorch from the paper "Vision Transformer with Deformable Attention"GitHub stars: 368
  93. Rank 93. soft-moe-pytorchImplementation of Soft MoE, proposed by Brain's Vision team, in PytorchGitHub stars: 348
  94. Rank 94. datmoOpen source production model management tool for data scientistsGitHub stars: 342
  95. Rank 95. se3-transformer-pytorchImplementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration with eventual Alphafold2 replication.GitHub stars: 335
  96. Rank 96. minGRU-pytorchImplementation of the proposed minGRU in PytorchGitHub stars: 326
  97. Rank 97. visualtorchVisualTorch aims to help visualize Torch-based neural network architectures.GitHub stars: 332
  98. Rank 98. arc-robot-visionMIT-Princeton Vision Toolbox for Robotic Pick-and-Place at the Amazon Robotics Challenge 2017 - Robotic Grasping and One-shot Recognition of Novel Objects with Deep Learning.GitHub stars: 325
  99. Rank 99. clinical-calculator-tooluseExplorations into training LLMs to use clinical calculators from patient history, using open sourced models. Will start with Wells' CriteriaGitHub stars: 316
  100. Rank 100. nGPT-pytorchQuick implementation of nGPT, learning entirely on the hypersphere, from NvidiaAIGitHub stars: 300
  101. Rank 101. codeCompanion code for Machine Learning From Scratch — 10 core ML algorithms built from scratch with NumPy, compared with Scikit-learn and PyTorch.GitHub stars: 292
  102. Rank 102. AI-Projects-for-HealthcareThis repository is included artificial intelligence, machine learning, data science, computer vision projects related to healthcare.GitHub stars: 272
  103. Rank 103. End-to-End-AI-for-ScienceThis repository containts materials for End-to-End AI for ScienceGitHub stars: 264
  104. Rank 104. pyribsA bare-bones Python library for quality diversity optimization.GitHub stars: 262
  105. Rank 105. voxelgptAI assistant that can query visual datasets, search the FiftyOne docs, and answer general computer vision questionsGitHub stars: 254
  106. Rank 106. BRIGHT[ESSD 2025 & IEEE DFC 2025 & CVPRW 2026] Bright: A globally distributed multimodal VHR dataset for all-weather disaster responseGitHub stars: 253
  107. Rank 107. graphsignal-profilerGraphsignal ProfilerGitHub stars: 245
  108. Rank 108. pytorch-esnAn Echo State Network module for PyTorch.GitHub stars: 242
  109. Rank 109. aitlasAiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.GitHub stars: 232
  110. Rank 110. helicalA framework for state-of-the-art pre-trained bio foundation models on genomics and transcriptomics modalities.GitHub stars: 232
  111. Rank 111. CoLT5-attentionImplementation of the conditionally routed attention in the CoLT5 architecture, in PytorchGitHub stars: 231
  112. Rank 112. simple-hierarchical-transformerExperiments around a simple idea for inducing multiple hierarchical predictive model within a GPTGitHub stars: 228
  113. Rank 113. CoDA_NeurIPS2023Official code for NeurIPS2023 paper CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection and TPAMI 2025 paper CoDAv2GitHub stars: 224
  114. Rank 114. flash-cosine-sim-attentionImplementation of fused cosine similarity attention in the same style as Flash AttentionGitHub stars: 221
  115. Rank 115. TinyTorchA lightweight deep learning training framework implemented from scratch in C++, featuring a PyTorch-style API.GitHub stars: 218
  116. Rank 116. dreamer4Implementation of Danijar's latest iteration for his Dreamer line of workGitHub stars: 215
  117. Rank 117. UFund-miniprogramQbot 微信小程序: 自选基金/股票助手、策略选股、股票盯盘、量化投研智库GitHub stars: 211
  118. Rank 118. hyper-connectionsAttempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the publicGitHub stars: 189
  119. Rank 119. YOLOv12-BoT-SORT-ReID🔥 CVPR 2025 (Nashville TN, USA) - The 4th Anti-UAV Workshop & Challenge 🥉GitHub stars: 210
  120. Rank 120. recurrent-interface-network-pytorchImplementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in PytorchGitHub stars: 210
  121. Rank 121. Land-Cover-Semantic-Segmentation-PyTorch🛣 Building an end-to-end Promptable Semantic Segmentation (Computer Vision) project from training to inferencing a model on LandCover.ai data (Satellite Imagery).GitHub stars: 202
  122. Rank 122. bidirectional-cross-attentionA simple cross attention that updates both the source and target in one stepGitHub stars: 199
  123. Rank 123. tiny-recursive-modelUnofficial implementation of Tiny Recursive Model (TRM), improvement to HRM from Sapient AI, by Alexia Jolicoeur-MartineauGitHub stars: 192
  124. Rank 124. coconut-pytorchImplementation of 🥥 Coconut, Chain of Continuous Thought, in PytorchGitHub stars: 184
  125. Rank 125. MevonAI-Speech-Emotion-RecognitionIdentify the emotion of multiple speakers in an Audio SegmentGitHub stars: 183