domain: deep-learning
2771 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| ZQPei/deep_sort_pytorch A PyTorch implementation of the Deep SORT multi-object tracking algorithm, pairing YOLOv3/YOLOv5 (or Mask R-CNN) detectors with a CNN re-id… | 32 | 3012 | active |
| deepseek-ai/DualPipe DualPipe is a Python library implementing a bidirectional pipeline parallelism algorithm that overlaps forward and backward computation wit… | 48 | 2998 | active |
| thu-pacman/chitu Chitu (赤兔) is a high-performance inference framework for large language models, positioned as a production-grade LLM serving engine. It sup… | 84 | 2995 | active |
| benedekrozemberczki/pytorch_geometric_temporal PyTorch Geometric Temporal is a temporal (dynamic) extension library for PyTorch Geometric providing spatiotemporal signal processing with … | 68 | 2992 | active |
| MeiGen-AI/MultiTalk MultiTalk is an audio-driven framework for generating multi-person conversational videos from multi-stream audio, a reference image, and a … | 56 | 2992 | active |
| pytorch/TensorRT Torch-TensorRT is a compiler library that accelerates PyTorch model inference on NVIDIA GPUs using TensorRT. It supports just-in-time compi… | 94 | 2986 | active |
| Neural Amp Modeler Neural Amp Modeler (NAM) is a Python project that trains neural network models to emulate guitar amplifiers and exports them as .nam files.… | 90 | 2986 | active |
| sovrasov/flops-counter.pytorch A Python library (ptflops) that computes the theoretical number of multiply-add operations (FLOPs) and parameter counts for neural network … | 41 | 2982 | active |
| bethgelab/foolbox Foolbox is a Python library for generating adversarial examples that fool deep neural networks, with state-of-the-art gradient-based and de… | 48 | 2972 | active |
| patrick-kidger/equinox Equinox is a Python library providing neural networks and scientific computing utilities for JAX, using PyTorch-like class-based syntax whe… | 92 | 2957 | stable |
| pytorch/ao TorchAO is a PyTorch-native library for model optimization through quantization and sparsity. It supports quantizing weights, gradients, op… | 89 | 2957 | active |
| luminal-ai/luminal Luminal is a high-performance general-purpose ML inference compiler written in Rust that lowers models to a minimal 15-op dataflow IR and c… | 78 | 2956 | active |
| iscyy/ultralyticsPro A PyTorch-based collection of improved YOLO-family object detection models (YOLOv5 through YOLOv13, RT-DETR) with pluggable modules for bac… | 48 | 2954 | active |
| karpathy/char-rnn char-rnn is a Torch/Lua implementation of multi-layer recurrent neural networks (RNN, LSTM, GRU) for character-level language modeling. It … | 32 | 12095 | maintenance |
| TylerYep/torchinfo torchinfo is a Python library that provides Keras-style model summaries for PyTorch, showing layer types, input/output shapes, parameter co… | 67 | 2947 | active |
| sunsmarterjie/yolov12 YOLOv12 is a PyTorch implementation of attention-centric real-time object detectors, published at NeurIPS 2025. It provides detection model… | 59 | 2947 | active |
| Biohub/esm A Python library and model release providing ESMC protein language models, ESMFold2 structure prediction, and the ESM Atlas of 6.8 billion … | 74 | 2927 | active |
| keras-team/keras-tuner KerasTuner is a hyperparameter optimization framework for Keras models with a define-by-run syntax for configuring search spaces. It ships … | 53 | 2923 | active |
| state-spaces/s4 Official implementations of Structured State Space (S4) sequence models and related variants like S4D, HiPPO, and SaShiMi, built in PyTorch… | 32 | 2919 | active |
| bghira/SimpleTuner SimpleTuner is a Python fine-tuning toolkit for image, video, and audio diffusion models built on Hugging Face Diffusers. It provides a web… | 92 | 2912 | active |
| allenai/allennlp AllenNLP is an open-source NLP research library built on PyTorch for developing state-of-the-art deep learning models on linguistic tasks. … | 10 | 11886 | maintenance |
| Saiyan-World/goku Goku is a family of flow-based (rectified flow Transformer) foundation models for joint image and video generation, released by HKU and Byt… | 23 | 2905 | active |
| elixir-nx/nx Nx is an Elixir library providing multi-dimensional arrays (tensors) and numerical definitions with pluggable backends. The monorepo also i… | 98 | 2901 | active |
| decoderesearch/circuit-tracer A Python library for circuit tracing and attribution graphs in language model interpretability, based on cross-layer MLP transcoders. It co… | 79 | 2897 | active |
| learnables/learn2learn learn2learn is a PyTorch library for meta-learning research, providing utilities for few-shot task creation, high-level wrappers for algori… | 48 | 2893 | active |
| explosion/thinc Thinc is a lightweight deep learning library from the makers of spaCy offering a type-checked, functional-programming API for composing neu… | 80 | 2890 | active |
| NVlabs/FoundationStereo FoundationStereo is NVIDIA's official PyTorch implementation of a foundation model for zero-shot stereo depth estimation, published as a CV… | 47 | 2874 | active |
| werner-duvaud/muzero-general A commented and documented PyTorch implementation of DeepMind's MuZero reinforcement learning algorithm, designed to be easily adapted to a… | 32 | 2861 | active |
| TMElyralab/MuseV MuseV is a diffusion-based framework for generating high-fidelity virtual human videos of infinite length using a Visual Conditioned Parall… | 25 | 2846 | active |
| OpenGVLab/InternImage InternImage is a large-scale CNN-based vision foundation model that uses deformable convolutions as its core operator, released with pretra… | 28 | 2841 | stable |
| adapter-hub/adapters Adapters is a Python add-on library for HuggingFace Transformers that integrates 10+ parameter-efficient fine-tuning methods (bottleneck ad… | 80 | 2826 | active |
| pytorch/xla PyTorch/XLA is a Python package that connects the PyTorch deep learning framework to XLA devices such as Google Cloud TPUs via the XLA deep… | 69 | 2803 | active |
| KellerJordan/Muon Muon is a PyTorch optimizer for the hidden layers of neural networks, based on orthogonalized momentum updates via Newton-Schulz iteration.… | 59 | 2801 | active |
| huggingface/nanotron Nanotron is a minimalistic Python library from Hugging Face for pretraining large language models with 3D parallelism (data, tensor, and pi… | 56 | 2800 | active |
| lucidrains/DALLE2-pytorch A PyTorch implementation of OpenAI's DALL-E 2 text-to-image synthesis model, focusing on the diffusion prior network that predicts image em… | 23 | 11306 | maintenance |
| Mega4alik/ollm oLLM is a lightweight Python library for large-context LLM inference built on Hugging Face Transformers and PyTorch. It offloads weights an… | 60 | 2788 | active |
| huggingface/setfit SetFit is a Python library for efficient, prompt-free few-shot fine-tuning of Sentence Transformers for text classification. It achieves hi… | 64 | 2784 | active |
| FasterDecoding/Medusa Medusa is a framework that accelerates LLM text generation by adding multiple decoding heads to an existing model, avoiding the need for a … | 18 | 2770 | active |
| ideogram-oss/ideogram4 Ideogram 4 is an open-weight text-to-image foundation model trained from scratch, with inference code and weights released in Python. It fe… | 54 | 2766 | active |
| NVlabs/stylegan2 The official TensorFlow implementation of StyleGAN2, NVIDIA's improved style-based generative adversarial network for high-quality uncondit… | 32 | 11184 | maintenance |
| AutoArk/GPA GPA (General Purpose Audio) is a unified autoregressive audio-language model that performs text-to-speech, automatic speech recognition, an… | 54 | 2762 | active |
| NVIDIA/FastPhotoStyle FastPhotoStyle is NVIDIA's official PyTorch implementation of the ECCV 2018 paper 'A Closed-form Solution to Photorealistic Image Stylizati… | 23 | 11177 | maintenance |
| apple/turicreate Turi Create is a Python library from Apple that simplifies building custom machine learning models for tasks like image classification, obj… | 10 | 11159 | maintenance |
| voxelmorph/voxelmorph VoxelMorph is a Python library for learning-based image registration and alignment, using unsupervised deep learning to model deformations … | 76 | 2748 | active |
| ModelTC/LightX2V LightX2V is a lightweight, high-performance inference framework for image and video generation, supporting tasks like text-to-video, image-… | 64 | 2733 | active |
| artidoro/qlora QLoRA is the official implementation of the QLoRA paper, an efficient finetuning approach that backpropagates through a frozen 4-bit quanti… | 29 | 10998 | maintenance |
| prophesier/diff-svc Diff-SVC is a deep learning project that performs singing voice conversion using diffusion models, transforming input singing audio into a … | 62 | 2717 | active |
| lengstrom/fast-style-transfer A TensorFlow implementation of fast neural style transfer that applies the style of famous paintings to photos and videos in real time. It … | 32 | 10962 | maintenance |
| bmild/nerf The official TensorFlow implementation of NeRF (Neural Radiance Fields), the ECCV 2020 paper representing scenes as neural radiance fields … | 39 | 10927 | maintenance |
| intel/neural-compressor Intel Neural Compressor is an open-source Python library providing state-of-the-art low-bit quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4),… | 92 | 2704 | active |
| yuweihao/MambaOut MambaOut is a PyTorch implementation of Gated CNN models from the CVPR 2025 paper 'MambaOut: Do We Really Need Mamba for Vision?', which qu… | 19 | 2704 | stable |
| TMElyralab/MusePose MusePose is a diffusion-based, pose-guided image-to-video generation framework for creating virtual human videos, where a character in a re… | 28 | 2701 | active |
| huggingface/text-generation-inference Text Generation Inference (TGI) is a Rust, Python and gRPC toolkit for deploying and serving large language models with high performance, p… | 10 | 10889 | maintenance |
| xdit-project/xDiT xDiT is a scalable inference engine for Diffusion Transformers (DiTs) that enables parallel deployment across multiple GPUs and machines. I… | 77 | 2699 | active |
| SkyworkAI/SkyReels-V1 SkyReels V1 is an open-source human-centric video foundation model with Text-to-Video and Image-to-Video variants, fine-tuned from HunyuanV… | 25 | 2696 | active |
| roboflow/maestro maestro is a Python library from Roboflow that streamlines fine-tuning of multimodal vision-language models such as Florence-2, PaliGemma 2… | 62 | 2694 | active |
| baaivision/EVA EVA is a family of large-scale vision foundation models from BAAI, including masked image models (EVA-01/02) and scaled CLIP models (EVA-CL… | 23 | 2691 | active |
| openai/DALL-E The official PyTorch package for the discrete VAE (dVAE) component of OpenAI's DALL·E model. It does not include the transformer that gener… | 10 | 10834 | maintenance |
| qualcomm/aimet AIMET (AI Model Efficiency Toolkit) is a Python library from Qualcomm providing advanced quantization and compression techniques for traine… | 99 | 2688 | active |
| bytedance/InfiniteYou InfiniteYou (InfU) is a research framework from ByteDance for identity-preserved text-to-image generation built on Diffusion Transformers l… | 37 | 2685 | active |
| yuqinie98/PatchTST Official PyTorch implementation of PatchTST, an ICLR 2023 Transformer model for long-term time series forecasting based on patching and cha… | 32 | 2685 | stable |
| MrGiovanni/UNetPlusPlus Official implementation of UNet++, a nested U-Net architecture for medical image segmentation, in both Keras and PyTorch. It redesigns skip… | 77 | 2679 | stable |
| HiLab-git/SSL4MIS A benchmark and code collection of semi-supervised learning methods for medical image segmentation, re-implementing approaches like Mean Te… | 44 | 2676 | active |
| stochasticai/xTuring xTuring is a Python library for fine-tuning, evaluating, and running open-source large language models such as LLaMA, GPT-J, GPT-2, Qwen, a… | 52 | 2674 | active |
| ZHZisZZ/dllm dLLM is a Python library that unifies training, inference, and evaluation of diffusion language models such as LLaDA and Dream. It builds o… | 59 | 2672 | active |
| IceClear/StableSR StableSR is a Python research library that leverages pre-trained Stable Diffusion priors for real-world blind image super-resolution. It pr… | 21 | 2668 | stable |
| google-deepmind/mctx Mctx is a JAX-native Python library implementing Monte Carlo tree search algorithms such as AlphaZero, MuZero, and Gumbel MuZero. It suppor… | 83 | 2654 | active |
| phillipi/pix2pix The original Torch (Lua) implementation of pix2pix, a conditional GAN for image-to-image translation tasks such as synthesizing photos from… | 32 | 10652 | maintenance |
| Tencent/MimicMotion MimicMotion is a diffusion-based framework from Tencent for generating high-quality human motion videos guided by pose sequences, featuring… | 47 | 2647 | active |
| black-forest-labs/flux2 Official inference repository for Black Forest Labs' FLUX.2 family of open-weight image generation and editing models. It provides minimal … | 48 | 2642 | active |
| ultralytics/yolov3 Ultralytics' PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection. It provides training, validation… | 67 | 10596 | maintenance |
| anliyuan/Ultralight-Digital-Human An ultralight talking-head (digital human) model that animates a person's face from audio input and runs in real time on mobile devices. It… | 64 | 2627 | active |
| lucidrains/audiolm-pytorch A PyTorch implementation of AudioLM, Google Research's language modeling approach to audio generation, including a MIT-licensed SoundStream… | 34 | 2627 | active |
| swz30/Restormer Restormer is an efficient Transformer architecture for high-resolution image restoration, published as a CVPR 2022 Oral paper. It provides … | 44 | 2625 | stable |
| open-gigaai/giga-brain-0 GigaBrain-0/0.7 is an open-source vision-language-action (VLA) model family for generalist embodied agents, powered by world models and a t… | 62 | 2611 | active |
| crowsonkb/k-diffusion A PyTorch library implementing Karras et al. (2022) diffusion models with enhancements like improved sampling algorithms and transformer-ba… | 53 | 2600 | active |
| meta-pytorch/torchrec TorchRec is a PyTorch domain library for building recommendation systems at scale. It provides distributed sharding of large embedding tabl… | 90 | 2599 | active |
| kijai/ComfyUI-HunyuanVideoWrapper A set of custom ComfyUI nodes that wrap Tencent's HunyuanVideo text-to-video and image-to-video diffusion model for use inside ComfyUI work… | 38 | 2597 | active |
| dreamzero0/dreamzero DreamZero is NVIDIA's World Action Model (WAM) that jointly predicts future video and actions from a pretrained video diffusion backbone, e… | 50 | 2593 | active |
| facebookresearch/demucs Demucs is a state-of-the-art music source separation model from Meta AI that splits songs into stems like drums, bass, and vocals using a h… | 10 | 10359 | maintenance |
| median-research-group/LibMTL LibMTL is an open-source PyTorch library for Multi-Task Learning (MTL). It provides implementations of many MTL architectures and gradient-… | 42 | 2586 | active |
| asteroid-team/asteroid Asteroid is a PyTorch-based audio source separation toolkit for researchers, providing modular building blocks (filterbanks, encoders, mask… | 60 | 2584 | active |
| atong01/conditional-flow-matching TorchCFM is a PyTorch library implementing Conditional Flow Matching (CFM), a simulation-free training objective for continuous normalizing… | 74 | 2571 | active |
| Tencent-Hunyuan/HY-World-2.0 HY-World 2.0 is Tencent Hunyuan's open-source multi-modal world model framework that reconstructs, generates, and simulates 3D worlds from … | 58 | 2571 | active |
| Memento-Teams/Memento Memento is a Python framework for building LLM agents that continually improve from experience via memory-based case-based reasoning, witho… | 39 | 2568 | active |
| NVlabs/LongLive LongLive is an NVIDIA research framework providing parallel training and inference infrastructure for real-time long video generation, usin… | 60 | 2563 | active |
| advimman/lama LaMa is a PyTorch-based image inpainting model that fills large missing regions in images using fast Fourier convolutions, generalizing wel… | 34 | 10217 | maintenance |
| KomputeProject/kompute Kompute is a general-purpose GPU compute framework built on Vulkan that works across vendor GPUs (AMD, NVIDIA, Qualcomm, etc.) with both C+… | 66 | 2558 | active |
| vita-epfl/Stable-Video-Infinity Stable Video Infinity (SVI) is a research codebase for infinite-length video generation using video diffusion transformers with an error-re… | 55 | 2556 | active |
| jolibrain/deepdetect DeepDetect is an open-source deep learning runtime, CLI, and REST server written in C++ for training and inference across images, text, tab… | 95 | 2551 | active |
| mozilla/TTS A deep learning library for advanced text-to-speech generation, built on PyTorch with models like Tacotron2, Glow-TTS, and various vocoders… | 23 | 10167 | maintenance |
| Tencent-Hunyuan/HY-Motion-1.0 HY-Motion 1.0 is a series of text-to-3D human motion generation models from Tencent Hunyuan, based on Diffusion Transformer and Flow Matchi… | 58 | 2519 | active |
| learning-at-home/hivemind Hivemind is a PyTorch library for decentralized deep learning across the Internet, enabling training of large models on hundreds of volunte… | 59 | 2515 | active |
| rpautrat/SuperPoint A TensorFlow (with PyTorch conversion) implementation of the SuperPoint self-supervised interest point detector and descriptor network. It … | 41 | 2511 | stable |
| SafeAILab/EAGLE EAGLE is the official implementation of the EAGLE family of speculative decoding algorithms (EAGLE-1/2/3) for accelerating LLM text generat… | 57 | 2510 | active |
| luanfujun/deep-photo-styletransfer Reference implementation of the CVPR 2017 paper 'Deep Photo Style Transfer', performing photorealistic image style transfer using Torch wit… | 32 | 9989 | maintenance |
| KohakuBlueleaf/LyCORIS LyCORIS is a Python library implementing parameter-efficient fine-tuning algorithms (LoRA/LoCon, LoHa, LoKr, IA3, DyLoRA, and more) for Sta… | 73 | 2508 | active |
| LTH14/JiT A PyTorch/GPU re-implementation of JiT (Just image Transformer), a minimalist pixel-space diffusion model for high-resolution image generat… | 42 | 2507 | active |
| bilibili/Index-anisora Index-AniSora is Bilibili's open-source anime video generation model, capable of creating video shots in diverse anime styles from images, … | 62 | 2505 | active |
| google-deepmind/sonnet Sonnet is a Python library built on TensorFlow 2 that provides simple, composable abstractions (snt.Module) for constructing neural network… | 64 | 9961 | maintenance |