function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| OranAi-Ltd/oransim Oransim is an open-source causal digital twin engine for marketing, simulating a large virtual consumer society with LLM-backed personas to… | 56 | 1073 | active |
| zju3dv/InfiniDepth InfiniDepth is a CVPR 2026 research library for monocular depth estimation that represents depth as neural implicit fields, allowing depth … | 53 | 1073 | active |
| facebookresearch/CutLER CutLER is a research codebase from Meta FAIR for training object detection and instance segmentation models without human annotations, usin… | 66 | 1072 | active |
| open-gigaai/giga-train GigaTrain is an efficient and scalable Python training framework for large AI models, supporting distributed multi-GPU/multi-node execution… | 62 | 1072 | active |
| AILab-CVC/UniRepLKNet UniRepLKNet is a large-kernel ConvNet architecture (CVPR 2024, TPAMI 2025) that provides universal perception across image, audio, video, p… | 43 | 1072 | stable |
| mit-han-lab/streaming-vlm StreamingVLM is a vision-language model framework from MIT Han Lab for real-time understanding of effectively infinite video streams. It ma… | 38 | 1072 | active |
| NVIDIA-Merlin/HugeCTR HugeCTR is a GPU-accelerated deep learning framework from NVIDIA designed for training and inference of large recommender models, especiall… | 77 | 1071 | active |
| LucasAlegre/sumo-rl SUMO-RL is a Python library that provides Gymnasium and PettingZoo-compatible reinforcement learning environments for traffic signal contro… | 55 | 1071 | active |
| sipeed/TinyMaix TinyMaix is a tiny neural network inference library for microcontrollers (TinyML), with core code under 400 lines and a .text section under… | 34 | 1071 | active |
| hail-is/hail Hail is an open-source Python library for scalable exploration and analysis of genomic data, built on Spark, Scala, and C++ primitives for … | 91 | 1070 | active |
| rockbenben/subtitle-translator A free, browser-based batch subtitle translation tool for .srt, .ass, .vtt, and .lrc files that strips timing locally and sends only dialog… | 83 | 1070 | active |
| memoavatar/memo MEMO is an open-weight diffusion model for generating expressive, identity-consistent talking videos from a single reference image and an a… | 40 | 1070 | active |
| juntang-zhuang/Adabelief-Optimizer AdaBelief is a deep learning optimizer that adapts step sizes based on the 'belief' in observed gradients, combining Adam's fast convergenc… | 32 | 1070 | stable |
| yeates/PromptFix PromptFix is a PyTorch implementation of a diffusion-model-based image restoration model that follows natural language instructions to fix … | 24 | 1070 | active |
| RL-VIG/LibFewShot LibFewShot is a comprehensive PyTorch library for few-shot learning, implementing many fine-tuning, meta-learning, and metric-learning meth… | 54 | 1069 | active |
| facebookresearch/LASER LASER is a Python library from Facebook Research for computing multilingual, language-agnostic sentence embeddings supporting 200+ language… | 10 | 3660 | maintenance |
| luxonis/depthai DepthAI is Luxonis's Python library and SDK for developing with Luxonis OAK camera hardware, enabling spatial AI and computer vision on emb… | 65 | 1068 | active |
| Fannovel16/ComfyUI-Frame-Interpolation A set of custom nodes for ComfyUI that perform video frame interpolation using models like RIFE, FILM, GMFSS, and others. It lets users gen… | 52 | 1068 | active |
| Stability-AI/stable-point-aware-3d SPAR3D is Stability AI's open-source model for fast single-image 3D mesh reconstruction using a two-stage pipeline with point cloud conditi… | 30 | 1068 | active |
| latorc/MahjongCopilot A desktop AI assistant application for the Majsoul online mahjong game, built on the Mortal model via the MJAI protocol. It provides real-t… | 21 | 1068 | active |
| princeton-nlp/SimCSE SimCSE is a Python library and research codebase implementing simple contrastive learning for sentence embeddings, with pre-trained unsuper… | 23 | 3654 | maintenance |
| guochengqian/PointNeXt PointNeXt is the official PyTorch implementation of the NeurIPS'22 paper that improves PointNet++ via better training and model scaling str… | 93 | 1067 | stable |
| THUDM/GLM GLM is a general language model pretrained with an autoregressive blank-filling objective, released with pretrained checkpoints and fine-tu… | 32 | 3652 | maintenance |
| microsoft/Biodiversity Microsoft AI for Good Lab's biodiversity research hub providing open-source AI models and tools for wildlife monitoring and conservation, i… | 88 | 1066 | active |
| hujie-frank/SENet Official Caffe/CUDA implementation of Squeeze-and-Excitation Networks (SENet), channel-attention building blocks for convolutional neural n… | 32 | 3646 | maintenance |
| bashtage/linearmodels A Python library extending statsmodels with linear regression models for panel data, instrumental variables, system regression, and asset p… | 72 | 1065 | stable |
| abizovnuralem/go2_omniverse A Python library providing Unitree Go2 and G1 robot support for NVIDIA Isaac Lab / Isaac Sim, enabling simulation of these quadruped and hu… | 56 | 1064 | active |
| gangweix/pixel-perfect-depth Pixel-Perfect Depth is a monocular depth estimation model based on pixel-space diffusion transformers that produces flying-pixel-free depth… | 49 | 1064 | active |
| lucidrains/mlp-mixer-pytorch A PyTorch implementation of Google AI's MLP-Mixer, an all-MLP architecture for image classification that uses neither convolutions nor atte… | 48 | 1064 | active |
| ccsb-scripps/AutoDock-Vina AutoDock Vina is an open-source molecular docking engine used for predicting how small molecules bind to protein targets. It supports fast … | 73 | 1062 | active |
| abertsch72/unlimiformer Unlimiformer is a method and official implementation for augmenting pretrained encoder-decoder transformers with retrieval-based attention,… | 30 | 1062 | stable |
| vijishmadhavan/ArtLine ArtLine is a deep learning project that converts portrait photos into line art portraits, with a ControlNet-based variant that adjusts styl… | 32 | 3630 | maintenance |
| NVlabs/SegFormer Official PyTorch implementation of SegFormer, a transformer-based semantic segmentation framework with a hierarchical encoder and lightweig… | 32 | 3629 | maintenance |
| mittagessen/kraken kraken is a turn-key OCR/HTR engine built on neural networks, optimized for historical and non-Latin script material. It provides trainable… | 99 | 1061 | active |
| LeCAR-Lab/human2humanoid Official implementation of H2O and OmniH2O, reinforcement-learning-based systems for real-time whole-body teleoperation of full-sized human… | 25 | 1060 | active |
| leggedrobotics/elevation_mapping_cupy A GPU-accelerated elevation mapping library for robotics, built on CuPy and integrated with ROS, that fuses point clouds into multi-modal t… | 89 | 1059 | active |
| NVIDIA/DreamDojo NVIDIA's official PyTorch codebase for DreamDojo, a generalist robot world model pretrained on 44k hours of human egocentric video and post… | 48 | 1059 | active |
| clovaai/stargan-v2 The official PyTorch implementation of StarGAN v2, a CVPR 2020 paper on diverse image-to-image translation across multiple domains using a … | 32 | 3617 | maintenance |
| mgsalem/Tensorflow-Project-Template A Python project template that provides a recommended folder structure and object-oriented skeleton (base model, base trainer, data loader,… | 32 | 3616 | maintenance |
| NousResearch/DisTrO DisTrO is a family of low-latency distributed optimizers that reduce inter-GPU communication requirements by three to four orders of magnit… | 44 | 1058 | active |
| bigcode-project/bigcode-evaluation-harness A framework for evaluating autoregressive code generation language models on benchmarks like HumanEval, MBPP, MultiPL-E, and HumanEvalPack.… | 38 | 1058 | active |
| YunYang1994/tensorflow-yolov3 A TensorFlow 1.x implementation of the YOLOv3 real-time object detector, reproducing the 'YOLOv3: An Incremental Improvement' paper. It sup… | 23 | 3614 | maintenance |
| sb-ai-lab/EmotiEffLib EmotiEffLib (formerly HSEmotion) is a lightweight library for facial emotion and engagement recognition in photos and videos, available in … | 65 | 1057 | active |
| open-gigaai/giga-models GigaModels is an open-source Python framework providing pipelines for training, inference, deployment, and compression of multi-modal, gene… | 62 | 1057 | active |
| henry123-boy/SpaTracker SpatialTracker is the official PyTorch implementation of a CVPR 2024 Highlight paper that tracks any 2D pixels in 3D space from RGB or RGBD… | 41 | 1057 | active |
| alibaba/Alink Alink is a machine learning algorithm platform built on Apache Flink, developed by Alibaba's PAI team. It provides a large library of batch… | 23 | 3611 | maintenance |
| X-LANCE/SLAM-LLM SLAM-LLM is a deep learning toolkit for training custom multimodal large language models focused on speech, language, audio, and music proc… | 55 | 1056 | active |
| danijar/dreamerv2 A TensorFlow 2 implementation of the DreamerV2 model-based reinforcement learning agent that learns world models from high-dimensional imag… | 32 | 1056 | stable |
| apache/singa Apache SINGA is a distributed deep learning platform for training neural networks across multiple devices and machines. It provides a C++ c… | 64 | 3606 | maintenance |
| twitter/AnomalyDetection An R package from Twitter that detects anomalies in time series and numeric vectors using the Seasonal Hybrid ESD (S-H-ESD) algorithm, robu… | 10 | 3606 | maintenance |
| yoyo-nb/Thin-Plate-Spline-Motion-Model The official PyTorch implementation of the CVPR 2022 paper 'Thin-Plate Spline Motion Model for Image Animation'. It animates a source image… | 32 | 3604 | maintenance |
| TeleHuman/PBHC Official implementation of KungfuBot, a physics-based humanoid whole-body control framework for learning highly-dynamic skills like kungfu … | 59 | 1055 | active |
| tianxingleo/ACGTI ACGTI is an MBTI-inspired web quiz that maps users' personality dimensions to anime character archetypes. It is a Vue 3 + TypeScript full-s… | 75 | 1054 | active |
| THU-BPM/MarkLLM MarkLLM is an open-source Python toolkit for watermarking large language model outputs, implementing multiple LLM watermarking algorithms w… | 65 | 1054 | active |
| translate-tools/linguist Linguist is a privacy-first browser extension for Chrome and Firefox that translates web pages, selected text, subtitles, and messages, wit… | 98 | 1053 | active |
| PreferredAI/cornac Cornac is a Python framework for building and comparing multimodal recommender systems, with convenient support for auxiliary data such as … | 96 | 1053 | active |
| BAAI-DCAI/Bunny Bunny is a family of lightweight multimodal vision-language models that combine plug-and-play vision encoders (EVA-CLIP, SigLIP) with langu… | 26 | 1053 | active |
| Tencent-Hunyuan/HunyuanVideo-Foley HunyuanVideo-Foley is a multimodal diffusion model from Tencent Hunyuan that generates high-fidelity Foley sound effects synchronized with … | 37 | 1052 | active |
| nmslib/nmslib NMSLIB is a cross-platform C++ similarity search library with Python bindings for efficient k-nearest-neighbor search in generic and non-me… | 57 | 3588 | maintenance |
| InternRobotics/PointLLM PointLLM is a multimodal large language model that understands colored 3D point clouds of objects, built on a point cloud encoder fused wit… | 65 | 1051 | active |
| cjlin1/liblinear LIBLINEAR is a C++ library and CLI toolset for training large-scale regularized linear classifiers, regressors, and one-class SVMs. It ship… | 59 | 1051 | stable |
| williamyang1991/VToonify Official PyTorch implementation of VToonify, a SIGGRAPH Asia 2022 framework for controllable high-resolution portrait video style transfer … | 32 | 3584 | maintenance |
| ShenhanQian/GaussianAvatars Official research code for GaussianAvatars, a CVPR 2024 Highlight method that creates photorealistic, fully controllable head avatars by ri… | 56 | 1050 | active |
| showlab/MotionDirector MotionDirector is a research library for customizing text-to-video diffusion models to generate videos with desired motions from a small se… | 27 | 1050 | active |
| drprojects/superpoint_transformer Official PyTorch implementation of Superpoint Transformer (ICCV'23), SuperCluster (3DV'24), and EZ-SP (ICRA'26) for efficient semantic and … | 64 | 1049 | active |
| zhuzilin/ring-flash-attention A Python library implementing RingAttention on top of FlashAttention for distributed long-context transformer training. It provides varlen … | 44 | 1049 | active |
| shyamsaktawat/OpenAlpha_Evolve OpenAlpha_Evolve is an open-source Python framework inspired by DeepMind's AlphaEvolve that uses LLMs to iteratively generate, test, and ev… | 30 | 1049 | active |
| NeuroTechX/moabb MOABB (Mother of All BCI Benchmarks) is a Python library for reproducible benchmarking of machine-learning algorithms on EEG-based brain-co… | 96 | 1048 | active |
| introlab/odas ODAS (Open embeddeD Audition System) is a C library for real-time sound source localization, tracking, separation, and post-filtering using… | 32 | 1048 | stable |
| qqlu/Entity EntitySeg is an open-source PyTorch toolbox for open-world, high-quality image segmentation, built on Detectron2. It aggregates multiple re… | 32 | 1048 | active |
| anuragxel/salt SALT is a Python-based image labeling tool built on Meta AI's Segment Anything Model, providing a barebones GUI for annotating images with … | 30 | 1048 | active |
| RUC-NLPIR/Arbor Arbor is a generalist autonomous research agent that takes a benchmark and a goal, then proposes hypotheses, edits code, and runs real expe… | 78 | 1047 | active |
| arcee-ai/DistillKit DistillKit is an open-source Python toolkit for knowledge distillation of large language models, supporting both online and offline distill… | 60 | 1047 | active |
| onnx/onnx-mlir ONNX-MLIR is a compiler infrastructure built on LLVM/MLIR that lowers ONNX neural network graphs into executable code, MLIR files, LLVM byt… | 86 | 1046 | active |
| Xilinx/finn FINN is an open-source dataflow compiler from AMD/Xilinx that generates highly efficient FPGA accelerators for quantized neural network (QN… | 68 | 1046 | active |
| facebookresearch/pytorchvideo PyTorchVideo is a deep learning library from Facebook Research focused on video understanding research, built on PyTorch. It provides reusa… | 59 | 3566 | maintenance |
| alexfrom0815/Online-3D-BPP-PCT A Python research implementation of the ICLR 2022 paper 'Learning Efficient Online 3D Bin Packing on Packing Configuration Trees', using de… | 61 | 1045 | active |
| nv-tlabs/PiD PiD is a plug-and-play pixel diffusion decoder from NVIDIA that replaces VAE/RAE decoders, decoding latent representations directly into hi… | 56 | 1045 | active |
| liuyuan-pal/SyncDreamer SyncDreamer is a synchronized multiview diffusion model that generates multiview-consistent images from a single-view image, released with … | 50 | 1045 | active |
| k2-fsa/ZipVoice ZipVoice is a series of fast, high-quality zero-shot text-to-speech models based on flow matching, with a compact 123M-parameter Zipformer-… | 43 | 1045 | active |
| 3DTopia/3DTopia-XL 3DTopia-XL is a 3D diffusion transformer model that generates high-quality 3D assets with PBR materials from a single image or text prompt … | 37 | 1045 | active |
| Tencent-Hunyuan/InstantCharacter InstantCharacter is a tuning-free framework built on diffusion transformers that generates character-consistent images from a single refere… | 29 | 1045 | active |
| limbo018/DREAMPlace DREAMPlace is a GPU-accelerated VLSI placement tool that reformulates placement as a deep-learning-like optimization using PyTorch. It supp… | 74 | 1044 | active |
| aiptimizer/TurboOCR TurboOCR is an extremely fast GPU-accelerated document parser written in C++ that combines OCR, layout analysis, table extraction, and form… | 82 | 1043 | active |
| Shawn1993/cnn-text-classification-pytorch A PyTorch implementation of Kim's CNN architecture for sentence classification, reproducing results from the paper 'Convolutional Neural Ne… | 65 | 1043 | active |
| aigc3d/LAM LAM is a PyTorch implementation of a Large Avatar Model that reconstructs an animatable 3D Gaussian head from a single image in one forward… | 58 | 1043 | active |
| ZhengYinan-AIR/Diffusion-Planner Official PyTorch implementation of Diffusion Planner, an ICLR 2025 Oral paper using a DiT-based diffusion model for closed-loop autonomous … | 53 | 1043 | active |
| zai-org/SCAIL SCAIL is the official inference implementation of a 14B diffusion transformer model that generates studio-grade character animation videos … | 52 | 1043 | active |
| jiachenzhu/DyT Official PyTorch implementation of DynamicTanh (DyT), a learnable element-wise tanh operation that replaces normalization layers in Transfo… | 26 | 1043 | active |
| Xiaoqi-Zhao-DLUT/MSNet-M2SNet Official PyTorch implementations of MSNet and M2SNet, multi-scale subtraction networks for medical image segmentation such as polyp, lung i… | 74 | 1042 | active |
| HannesStark/boltzgen BoltzGen is an open-source all-atom generative diffusion model for designing protein and peptide binders against arbitrary biomolecular tar… | 71 | 1042 | active |
| zju3dv/EfficientLoFTR Efficient LoFTR is a PyTorch implementation of a semi-dense local feature matching model that matches keypoints between image pairs with sp… | 40 | 1042 | active |
| PetarV-/GAT Reference implementation of Graph Attention Networks (GAT), the ICLR 2018 model by Veličković et al., written in TensorFlow 1.x with a mini… | 32 | 3548 | maintenance |
| thuiar/MMSA MMSA is a unified Python framework for multimodal sentiment analysis, supporting 15 MSA models and datasets like MOSI, MOSEI, and CH-SIMS. … | 23 | 1041 | active |
| ml-tooling/ml-workspace ML Workspace is an all-in-one web-based IDE Docker image specialized for machine learning and data science. It bundles Jupyter, JupyterLab,… | 23 | 3544 | maintenance |
| QuantumBFS/Yao.jl Yao is an extensible, efficient open-source framework for quantum algorithm design and quantum circuit simulation written in Julia. It prov… | 80 | 1040 | active |
| metauto-ai/GPTSwarm GPTSwarm is a Python library for building LLM-based agents as computational graphs, with modules for agent graphs, memory, LLM backends, an… | 55 | 1040 | active |
| tonbistudio/turboquant-pytorch A from-scratch PyTorch implementation of Google's TurboQuant (ICLR 2026) algorithm for compressing LLM key-value caches, including an impro… | 50 | 1040 | active |
| darrencxl0301/StageRAG StageRAG is a Python framework/blueprint for building production-ready RAG applications with switchable 3-step (Speed) and 4-step (Precisio… | 38 | 1040 | active |
| tensorflow/minigo Minigo is an open-source, minimalist implementation of the AlphaGo Zero algorithm for the game of Go, built on TensorFlow. It provides a re… | 10 | 3542 | maintenance |