function: deep-learning
2653 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| tensorflow/tensorflow TensorFlow is an end-to-end open source platform for machine learning with stable Python and C++ APIs and a broad ecosystem of tools. It su… | 86 | 197638 | stable |
| huggingface/transformers Hugging Face Transformers is a Python library that serves as the model-definition framework for state-of-the-art machine learning models ac… | 95 | 164475 | stable |
| openai/whisper OpenAI's Whisper is a general-purpose speech recognition model and Python library built on a Transformer sequence-to-sequence architecture.… | 68 | 107981 | stable |
| pytorch/pytorch PyTorch is a Python library providing NumPy-like tensor computation with strong GPU acceleration and a tape-based automatic differentiation… | 93 | 102605 | stable |
| deepseek-ai/DeepSeek-R1 DeepSeek-R1 is a family of open-weight large language models trained with large-scale reinforcement learning for reasoning, including DeepS… | 24 | 92038 | active |
| tensorflow/models The TensorFlow Model Garden is a repository of official and community implementations of state-of-the-art machine learning models built wit… | 85 | 77652 | active |
| hiyouga/LlamaFactory LlamaFactory is a unified, efficient fine-tuning framework for 100+ large language models and vision-language models, supporting LoRA, QLoR… | 83 | 74382 | active |
| Keras Keras 3 is a multi-backend deep learning framework that runs on JAX, TensorFlow, PyTorch, and OpenVINO, providing a high-level API for buil… | 98 | 64253 | stable |
| ultralytics/ultralytics Ultralytics YOLO is a Python package and CLI providing a family of real-time computer vision models (YOLO26, YOLO11, YOLOv8) for object det… | 95 | 60991 | active |
| deepfakes/faceswap Faceswap is a free, open-source, multi-platform deepfakes tool that uses deep learning to recognize and swap faces in pictures and videos. … | 85 | 57500 | active |
| microsoft/qlib Qlib is an AI-oriented quantitative investment platform from Microsoft that supports the full quant research workflow, from data processing… | 66 | 47960 | active |
| DeepSpeed DeepSpeed is a deep learning optimization library from Microsoft that makes distributed training and inference of large models fast, memory… | 98 | 43003 | stable |
| hpcaitech/ColossalAI Colossal-AI is an integrated large-scale deep learning training system built on PyTorch that provides efficient parallelization techniques … | 74 | 41441 | active |
| shiyu-coder/Kronos Kronos is an open-source foundation model family for financial K-line (OHLCV) data, using a tokenizer plus autoregressive Transformer pre-t… | 53 | 37962 | active |
| huggingface/pytorch-image-models PyTorch Image Models (timm) is a Python library offering the largest collection of PyTorch image encoder/backbone architectures with 700+ p… | 93 | 37099 | active |
| Real-ESRGAN Real-ESRGAN is a deep learning project for practical image and video restoration via super-resolution, with pretrained models for photos an… | 23 | 36593 | stable |
| jax-ml/jax JAX is a Python library for accelerator-oriented array computation and composable program transformations, offering NumPy-compatible APIs w… | 99 | 36215 | stable |
| XingangPan/DragGAN Official PyTorch implementation of DragGAN (SIGGRAPH 2023), an interactive point-based image manipulation method built on StyleGAN3. Users … | 29 | 35755 | stable |
| huggingface/diffusers Hugging Face Diffusers is a Python library providing state-of-the-art pretrained diffusion models for generating images, videos, and audio … | 95 | 34385 | stable |
| openai/CLIP OpenAI's CLIP is a PyTorch library providing pretrained contrastive language-image models that encode images and text into a shared embeddi… | 66 | 34236 | stable |
| tinygrad/tinygrad tinygrad is a small, hackable deep learning framework providing a PyTorch-like tensor library with autograd, plus a visible IR and compiler… | 91 | 33509 | active |
| lyogavin/airllm AirLLM is a Python library that dramatically reduces LLM inference memory usage by streaming model layers (and MoE experts) from disk, enab… | 96 | 32573 | active |
| Lightning-AI/pytorch-lightning PyTorch Lightning is a deep learning framework that organizes PyTorch code to eliminate boilerplate for training, finetuning, and scaling A… | 90 | 31310 | stable |
| karpathy/llm.c llm.c is a pure C/CUDA implementation for training large language models like GPT-2 and GPT-3, with no dependency on PyTorch or Python. It … | 37 | 30879 | active |
| JaidedAI/EasyOCR EasyOCR is a ready-to-use Python OCR library built on PyTorch that extracts text from images, supporting 80+ languages and popular writing … | 48 | 29942 | stable |
| hpcaitech/Open-Sora Open-Sora is an open-source initiative for efficiently producing high-quality videos from text prompts using deep learning models. It provi… | 50 | 29314 | active |
| MLX MLX is an array computation framework for machine learning on Apple silicon, developed by Apple ML research. It offers NumPy-like Python AP… | 94 | 28172 | active |
| fastai/fastai fastai is a deep learning library built on PyTorch that offers high-level components for quickly achieving state-of-the-art results in visi… | 93 | 28125 | stable |
| Stability-AI/generative-models Stability AI's official repository of generative diffusion models, including Stable Diffusion, Stable Video, and SV4D 2.0 for image, video,… | 45 | 27271 | active |
| huggingface/lerobot LeRobot is Hugging Face's PyTorch library for real-world robotics, providing a hardware-agnostic Python interface for controlling robots, a… | 92 | 26949 | active |
| ApolloAuto/apollo Apollo is an open-source autonomous driving platform providing a high-performance, modular software stack for developing, testing, and depl… | 57 | 26807 | active |
| lucidrains/vit-pytorch A PyTorch library implementing the Vision Transformer (ViT) and dozens of ViT variants (NaViT, MaxViT, MobileViT, Dino, masked autoencoders… | 87 | 25488 | active |
| junyanz/pytorch-CycleGAN-and-pix2pix Official PyTorch implementations of CycleGAN and pix2pix for paired and unpaired image-to-image translation. It includes training and testi… | 48 | 25232 | stable |
| Dao-AILab/flash-attention Official implementation of FlashAttention, FlashAttention-2, -3, and -4: fast and memory-efficient exact attention kernels for GPUs. It acc… | 95 | 24787 | active |
| PaddlePaddle/Paddle PaddlePaddle is an industrial-grade deep learning framework written in C++ with Python APIs, supporting high-performance single-machine and… | 84 | 24062 | active |
| pyg-team/pytorch_geometric PyG (PyTorch Geometric) is a Python library built on PyTorch for writing and training Graph Neural Networks on structured and irregular dat… | 84 | 24032 | stable |
| facebookresearch/audiocraft A PyTorch library from Meta for audio processing and generation with deep learning, featuring the EnCodec neural audio codec and generative… | 61 | 23586 | active |
| serengil/deepface DeepFace is a lightweight Python library for face recognition and facial attribute analysis, wrapping state-of-the-art models like VGG-Face… | 89 | 23340 | stable |
| microsoft/unilm Microsoft's collection of large-scale self-supervised pre-trained models spanning tasks, 100+ languages, and modalities (text, image, layou… | 67 | 22194 | active |
| microsoft/onnxruntime ONNX Runtime is a cross-platform, high-performance machine-learning accelerator for running inference and training on ONNX models. It suppo… | 99 | 21654 | stable |
| huggingface/peft PEFT is a Python library from Hugging Face providing state-of-the-art parameter-efficient fine-tuning methods (LoRA, adapters, soft prompts… | 93 | 21598 | stable |
| onnx/onnx ONNX (Open Neural Network Exchange) is an open standard and Python library for representing machine learning and deep learning models as an… | 92 | 21366 | stable |
| huggingface/candle Candle is a minimalist machine learning framework for Rust focused on performance and ease of use, with CPU and CUDA GPU support. It ships … | 73 | 20955 | active |
| karpathy/llama2.c A minimal, dependency-free implementation of the Llama 2 LLM architecture that trains in PyTorch and runs inference in a single ~700-line p… | 28 | 20028 | active |
| QwenLM/Qwen3-VL Qwen3-VL is a series of open-weight multimodal vision-language models from Alibaba's Qwen team, available in Dense and MoE architectures wi… | 52 | 19847 | active |
| Unity-Technologies/ml-agents The Unity Machine Learning Agents Toolkit (ML-Agents) lets Unity games and simulations serve as environments for training intelligent agent… | 69 | 19647 | active |
| huggingface/trl TRL is a Hugging Face library for post-training transformer language models with techniques like Supervised Fine-Tuning (SFT), GRPO, DPO, K… | 99 | 19155 | active |
| tensorflow/tfjs TensorFlow.js is a hardware-accelerated JavaScript library for training and deploying machine learning models in the browser and Node.js. I… | 69 | 19134 | stable |
| state-spaces/mamba Mamba is a PyTorch library implementing the selective state space model (SSM) architecture for linear-time sequence modeling, with hardware… | 85 | 18783 | active |
| WebLLM WebLLM is a high-performance in-browser LLM inference engine that runs language models entirely client-side using WebGPU hardware accelerat… | 85 | 18603 | active |
| sczhou/CodeFormer CodeFormer is a PyTorch-based blind face restoration model using a codebook lookup transformer, published at NeurIPS 2022. It restores and … | 46 | 18117 | stable |
| google/magika Magika is an AI-powered file content type detection tool that uses a small, highly optimized deep learning model to identify 200+ file type… | 88 | 17971 | stable |
| deepseek-ai/Janus Janus-Series is DeepSeek's family of unified multimodal models (Janus, Janus-Pro, JanusFlow) that combine multimodal understanding and imag… | 24 | 17757 | active |
| NVIDIA/Megatron-LM NVIDIA's GPU-optimized library for training large transformer models at scale, comprising Megatron-LM (reference training scripts) and Mega… | 99 | 17615 | active |
| Wan Wan is an open-source family of large-scale video generation models (Wan2.1/Wan2.2) with Python inference code and pretrained weights for t… | 50 | 17291 | active |
| karpathy/micrograd A tiny scalar-valued autograd engine implementing reverse-mode automatic differentiation over a dynamically built DAG, with a small PyTorch… | 75 | 17273 | stable |
| lllyasviel/FramePack FramePack is a next-frame-prediction video diffusion framework and desktop application that generates long videos progressively while compr… | 31 | 17229 | active |
| Robbyant/lingbot-map LingBot-Map is a feed-forward 3D foundation model that reconstructs scenes from streaming image data using a Geometric Context Transformer.… | 58 | 16705 | active |
| KindXiaoming/pykan Pykan is a Python library implementing Kolmogorov-Arnold Networks (KANs), an alternative to multi-layer perceptrons with learnable activati… | 27 | 16334 | active |
| microsoft/Swin-Transformer Official PyTorch implementation of the Swin Transformer, a hierarchical vision transformer using shifted windows that serves as a general-p… | 32 | 16051 | stable |
| alibaba/MNN MNN is a lightweight, high-performance deep learning inference engine developed by Alibaba, supporting LLMs, vision, audio, and multimodal … | 93 | 15973 | active |
| tracel-ai/burn Burn is a Rust-based tensor library and deep learning framework supporting training and inference through a unified API. It JIT-compiles te… | 89 | 15816 | active |
| SWivid/F5-TTS F5-TTS is the official implementation of a fully non-autoregressive text-to-speech system based on flow matching with a Diffusion Transform… | 85 | 15167 | active |
| GeeeekExplorer/nano-vllm A lightweight vLLM-style LLM inference engine implemented from scratch in about 1,200 lines of Python. It offers fast offline inference wit… | 54 | 15164 | active |
| BrainJS/brain.js brain.js is a GPU-accelerated neural network library written in JavaScript/TypeScript that runs in both browsers and Node.js. It supports f… | 23 | 14861 | active |
| HumanAIGC/AnimateAnyone Animate Anyone is the official research implementation of a diffusion-based image-to-video synthesis method that animates a static characte… | 46 | 14791 | active |
| RWKV RWKV is a novel language model architecture that combines RNN efficiency (linear time, constant memory, no KV-cache) with transformer-level… | 67 | 14683 | active |
| Tencent-Hunyuan/Hunyuan3D-2 Tencent's open-source Hunyuan3D-2 system for generating high-resolution 3D assets using large-scale diffusion models, supporting image-to-3… | 43 | 14646 | active |
| PaddlePaddle/PaddleDetection PaddleDetection is an object detection toolkit built on the PaddlePaddle deep learning framework. It provides implementations of detection,… | 73 | 14389 | active |
| flairNLP/flair Flair is a Python NLP framework built on PyTorch for state-of-the-art natural language processing tasks such as named entity recognition, p… | 52 | 14384 | active |
| facebookresearch/vggt VGGT (Visual Geometry Grounded Transformer) is a feed-forward transformer model from Meta AI and Oxford VGG that infers 3D geometry—camera … | 58 | 14292 | active |
| dmlc/dgl DGL (Deep Graph Library) is a Python package for deep learning on graph-structured data, built on top of existing frameworks like PyTorch, … | 38 | 14282 | stable |
| Eclipse Deeplearning4J Eclipse Deeplearning4J is an open-source deep learning framework and ecosystem for the JVM, including the ND4J linear algebra library, the … | 77 | 14246 | active |
| mlfoundations/open_clip OpenCLIP is an open-source PyTorch implementation of CLIP and related multimodal contrastive models, with many pretrained image/text checkp… | 86 | 14095 | active |
| CompVis/stable-diffusion The original reference implementation of Stable Diffusion, a latent text-to-image diffusion model trained on LAION-5B data with a CLIP text… | 32 | 73347 | maintenance |
| microsoft/TRELLIS TRELLIS is Microsoft's large-scale 3D asset generation model that creates high-quality 3D assets from text or image prompts. It uses a unif… | 61 | 13510 | active |
| Physical-Intelligence/openpi Open-source repository from Physical Intelligence containing vision-language-action (VLA) models for robotics, including π₀, π₀-FAST, and π… | 66 | 13494 | active |
| modelscope/DiffSynth-Studio DiffSynth-Studio is an open-source diffusion model engine from the ModelScope community that integrates mainstream image, video, and audio … | 79 | 13003 | active |
| PaddlePaddle/PaddleFormers PaddleFormers is a Transformers-style library built on PaddlePaddle providing a model zoo of 100+ large language models and vision-language… | 92 | 12986 | active |
| zai-org/CogVideo CogVideo/CogVideoX is an open-source family of text-to-video and image-to-video generation models from Zhipu AI (THUDM), with inference and… | 45 | 12977 | active |
| jacobgil/pytorch-grad-cam A PyTorch library providing state-of-the-art pixel attribution (saliency) methods like GradCAM, ScoreCAM, and AblationCAM for explainable A… | 76 | 12958 | active |
| google-research/vision_transformer Google Research's official JAX/Flax implementation of Vision Transformer (ViT) and MLP-Mixer architectures, with released pretrained checkp… | 75 | 12683 | stable |
| sapientinc/HRM Official PyTorch implementation of the Hierarchical Reasoning Model (HRM), a 27M-parameter recurrent architecture with high-level and low-l… | 52 | 12619 | active |
| Tencent-Hunyuan/HunyuanVideo HunyuanVideo is Tencent's open-source framework for large-scale video generation, providing PyTorch model definitions, pre-trained weights,… | 62 | 12476 | active |
| ace-step/ACE-Step-1.5 ACE-Step 1.5 is an open-source music generation foundation model combining a language model planner with a Diffusion Transformer to create … | 79 | 12421 | active |
| axolotl-ai-cloud/axolotl Axolotl is a free, open-source, config-driven framework for fine-tuning large language models, supporting SFT, preference learning (DPO/KTO… | 95 | 12408 | active |
| guoyww/AnimateDiff Official implementation of AnimateDiff, a plug-and-play motion modeling module that turns personalized text-to-image diffusion models (e.g.… | 29 | 12227 | active |
| xmu-xiaoma666/External-Attention-pytorch A PyTorch library (fightingcv-attention) providing clean, minimal implementations of numerous attention mechanisms, MLP variants, re-parame… | 65 | 12183 | active |
| PKU-YuanGroup/Open-Sora-Plan Open-Sora Plan is an open-source effort to reproduce OpenAI's Sora text-to-video model, providing training and inference code for video gen… | 51 | 12155 | active |
| instantX-research/InstantID InstantID is a tuning-free, zero-shot identity-preserving image generation method built on diffusion models, generating customized images i… | 26 | 11987 | active |
| Tongyi-MAI/Z-Image Z-Image is a 6B-parameter text-to-image generation foundation model family built on a single-stream diffusion transformer, with a distilled… | 46 | 11944 | active |
| nerfstudio-project/nerfstudio Nerfstudio is a Python library and CLI toolkit providing a simple, modular API for creating, training, and testing Neural Radiance Fields (… | 38 | 11934 | active |
| ludwig-ai/ludwig Ludwig is a declarative, low-code deep learning framework for training, fine-tuning, and deploying AI models — from LLMs to tabular, image,… | 99 | 11745 | active |
| qubvel-org/segmentation_models.pytorch A PyTorch library providing neural networks for image semantic segmentation with a simple high-level API. It includes 12 encoder-decoder ar… | 70 | 11706 | stable |
| NVIDIA/cosmos NVIDIA Cosmos is an open platform of omnimodal world foundation models, datasets, and tools for building Physical AI systems such as robots… | 72 | 11641 | active |
| milesial/Pytorch-UNet A PyTorch implementation of the U-Net architecture for semantic segmentation of high-resolution images, originally built for Kaggle's Carva… | 23 | 11613 | active |
| CorentinJ/Real-Time-Voice-Cloning A Python implementation of the SV2TTS (Transfer Learning from Speaker Verification to Multispeaker TTS) framework that clones a voice from … | 64 | 60110 | maintenance |
| THU-MIG/yolov10 YOLOv10 is a real-time end-to-end object detection model family that removes NMS post-processing via consistent dual assignments and optimi… | 20 | 11336 | active |
| salesforce/LAVIS LAVIS is a Python library from Salesforce AI Research providing a unified toolkit for language-vision (multimodal) intelligence, including … | 61 | 11262 | active |
| facebookresearch/dinov3 Reference PyTorch implementation and pretrained models for DINOv3, Meta's self-supervised vision transformer backbone family. It includes t… | 59 | 11249 | active |
page 1 / 27 next →