domain: machine-learning
3991 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| iperov/DeepFaceLive DeepFaceLive is a real-time face-swap application for PC streaming and video calls, using trained face models (DFM) applied to webcam or vi… | 10 | 31011 | maintenance |
| AILab-CVC/YOLO-World YOLO-World is a real-time open-vocabulary object detection model and Python toolkit from Tencent AI Lab and HUST, published at CVPR 2024. I… | 29 | 6529 | active |
| FareedKhan-dev/kimi-k3-in-c A dependency-free C99 inference engine that runs the 2.78-trillion-parameter Kimi K3 model on a single CPU with as little as 8 GB of RAM by… | 79 | 6524 | active |
| shibing624/pycorrector pycorrector is a Python toolkit for Chinese text error correction, supporting phonetic, visual, and grammar error types with models includi… | 84 | 6515 | active |
| Andyyyy64/whichllm whichllm is a Python CLI tool that auto-detects your GPU, CPU, and RAM, then ranks local LLMs from HuggingFace that will actually run and p… | 81 | 6488 | active |
| rtqichen/torchdiffeq torchdiffeq is a PyTorch library of differentiable ordinary differential equation (ODE) solvers, best known as the canonical implementation… | 39 | 6477 | stable |
| open-mmlab/mmcv MMCV is the foundational computer vision library for the OpenMMLab ecosystem, providing image/video I/O, data transformations, and CUDA ope… | 52 | 6470 | stable |
| DEAP/deap DEAP is a Python framework for evolutionary computation that supports genetic algorithms, genetic programming, evolution strategies, and mu… | 67 | 6436 | stable |
| haifengl/smile SMILE is a comprehensive, high-performance machine learning framework for the JVM with idiomatic APIs for Java, Scala, and Kotlin. It cover… | 99 | 6413 | active |
| argosopentech/argos-translate Argos Translate is an open-source offline neural machine translation library written in Python, built on OpenNMT. It can be used as a Pytho… | 66 | 6403 | active |
| drumih/turbo-fieldfare TurboFieldfare is a custom Swift + Metal runtime that runs Gemma 4 26B-A4B inference in roughly 2 GB of RAM on Apple Silicon Macs by stream… | 80 | 6397 | active |
| vllm-project/vllm-omni vLLM-Omni is a Python framework extending vLLM for efficient inference and serving of omni-modality models, including diffusion transformer… | 83 | 6369 | active |
| tensorflow/serving TensorFlow Serving is a flexible, high-performance serving system for machine learning models designed for production environments. It mana… | 86 | 6360 | stable |
| KevinMusgrave/pytorch-metric-learning A PyTorch library providing modular losses, miners, samplers, and testers for deep metric learning. It supports building complete train/tes… | 48 | 6339 | active |
| argmaxinc/argmax-oss-swift A Swift SDK providing turn-key on-device speech AI frameworks for Apple Silicon, including WhisperKit (speech-to-text with Whisper), Speake… | 91 | 6338 | active |
| yl4579/StyleTTS2 StyleTTS 2 is a PyTorch text-to-speech model that uses style diffusion and adversarial training with large speech language models (e.g., Wa… | 29 | 6336 | active |
| pachyderm/pachyderm Pachyderm is a data-centric pipeline platform that automates data transformations with built-in data versioning and lineage tracking. It ru… | 36 | 6308 | active |
| PufferAI/PufferLib PufferLib is a fast, open-source reinforcement learning library that trains tiny, super-human models in seconds, achieving 1M+ environment … | 81 | 6306 | active |
| spotify/pedalboard Pedalboard is a Python library by Spotify for reading, writing, and processing audio, with built-in effects like reverb, distortion, and EQ… | 93 | 6280 | active |
| gepa-ai/gepa GEPA is a Python framework that optimizes textual system parameters such as prompts, code, and agent configurations using LLM-based reflect… | 83 | 6254 | active |
| tyiannak/pyAudioAnalysis pyAudioAnalysis is a Python library for audio analysis covering feature extraction (MFCCs, spectrograms, chromagrams), supervised and unsup… | 48 | 6254 | active |
| PaddlePaddle/PaddleX PaddleX is a low-code, all-in-one AI development tool built on the PaddlePaddle framework, bundling 200+ pretrained models into 33 producti… | 92 | 6251 | active |
| meta-pytorch/gpt-fast A minimal (<1000 lines) PyTorch-native implementation of fast transformer text generation, demonstrating low-latency LLM inference with int… | 44 | 6249 | active |
| aimhubio/aim Aim is an open-source experiment tracker for AI/ML that logs training runs and metadata, with a web UI to compare runs and a Python API to … | 74 | 6243 | active |
| ByteDance-Seed/Depth-Anything-3 Depth Anything 3 (DA3) is a transformer-based model that predicts spatially consistent depth and geometry from any number of visual inputs,… | 59 | 6213 | active |
| Trusted-AI/adversarial-robustness-toolbox Adversarial Robustness Toolbox (ART) is a Python library for machine learning security covering evasion, poisoning, extraction, and inferen… | 55 | 6204 | stable |
| skorch-dev/skorch skorch is a Python library that wraps PyTorch neural networks in a scikit-learn compatible API, providing estimators like NeuralNetClassifi… | 85 | 6173 | active |
| timeseriesAI/tsai tsai is an open-source deep learning library built on PyTorch and fastai for time series and sequential data tasks such as classification, … | 84 | 6111 | active |
| Akegarasu/lora-scripts SD-Trainer is a GUI application and set of scripts for training LoRA and Dreambooth fine-tunes of Stable Diffusion diffusion models, wrappi… | 66 | 6110 | active |
| deezer/spleeter Spleeter is Deezer's music source separation library with pretrained TensorFlow models that splits audio into stems (vocals, drums, bass, p… | 62 | 28402 | maintenance |
| FederatedAI/FATE FATE (Federated AI Technology Enabler) is an industrial-grade open-source federated learning framework hosted by the Linux Foundation. It e… | 23 | 6089 | active |
| open-edge-platform/anomalib Anomalib is a Python deep learning library for anomaly detection, offering state-of-the-art unsupervised algorithms for detecting and local… | 98 | 6088 | active |
| svc-develop-team/so-vits-svc A deep learning framework based on SoftVC VITS for singing voice conversion (SVC), letting users train models that convert one singing voic… | 10 | 28125 | maintenance |
| OFA-Sys/Chinese-CLIP Chinese-CLIP is a Chinese version of the CLIP model trained on ~200 million Chinese image-text pairs, built on open_clip. It provides APIs,… | 66 | 5998 | active |
| chaiNNer-org/chaiNNer chaiNNer is a free, open-source, node-based desktop application for building image processing pipelines by connecting nodes on a canvas. Or… | 81 | 5994 | active |
| uber/causalml Causal ML is a Python package providing uplift modeling and causal inference methods built on machine learning algorithms. It estimates the… | 88 | 5973 | stable |
| z-lab/dflash DFlash is a lightweight block diffusion model used as a draft model for speculative decoding of large language models, drafting entire toke… | 71 | 5967 | active |
| cactus-compute/cactus Cactus is a hybrid edge-cloud AI inference engine for mobile devices, wearables, smart home devices, and robots, built in C++ with custom q… | 86 | 5934 | active |
| online-ml/river River is a Python library for online machine learning, allowing models to learn incrementally from streaming data one observation at a time… | 94 | 5924 | active |
| volcano-sh/volcano Volcano is a CNCF-hosted, Kubernetes-native batch scheduling system that extends kube-scheduler for high-performance workloads like AI/ML t… | 98 | 5899 | stable |
| ChaoningZhang/MobileSAM MobileSAM is the official implementation of a lightweight version of Meta's Segment Anything Model (SAM), replacing the heavyweight image e… | 65 | 5858 | stable |
| livebook-dev/livebook Livebook is an open-source web application for writing interactive and collaborative Elixir notebooks, mixing Markdown prose with executabl… | 98 | 5852 | active |
| PaddlePaddle/PaddleClas PaddleClas is a Python library and toolkit for image classification, recognition, and retrieval built on the PaddlePaddle deep learning fra… | 66 | 5838 | active |
| kserve/kserve KServe is a CNCF incubating, Kubernetes-native platform for serving both generative and predictive AI models at scale. It provides a standa… | 94 | 5834 | stable |
| rllm-org/rllm rLLM is an open-source Python framework for training language agents with reinforcement learning, supporting any agent harness (Claude Code… | 77 | 5803 | active |
| xiph/rnnoise RNNoise is a C library that uses a hybrid DSP/recurrent neural network approach for real-time full-band speech noise suppression. It also s… | 26 | 5801 | stable |
| Giskard-AI/giskard-oss Giskard is an open-source Python library for testing, evaluating, and red-teaming LLM-based agents and RAG systems. Its v3 rewrite provides… | 95 | 5773 | active |
| amazon-science/chronos-forecasting Chronos is a Python library providing pretrained foundation models for time series forecasting, including Chronos-2 which handles univariat… | 88 | 5759 | active |
| facebookresearch/fastText fastText is a lightweight open-source C++ library (with Python bindings and a CLI) from Facebook Research for efficiently learning word rep… | 10 | 26534 | maintenance |
| nuclio/nuclio Nuclio is a high-performance open-source serverless (FaaS) platform for real-time event and data processing, deployable standalone via Dock… | 95 | 5750 | stable |
| pjreddie/darknet Darknet is an open-source neural network framework written in C and CUDA, best known as the original home of the YOLO real-time object dete… | 32 | 26492 | maintenance |
| shibing624/MedicalGPT MedicalGPT is a Python training framework for building medical-domain large language models using the full ChatGPT-style training pipeline:… | 83 | 5748 | active |
| DeepLabCut/DeepLabCut DeepLabCut is an open-source Python toolbox for markerless 2D and 3D pose estimation of user-defined body parts using deep neural networks … | 89 | 5745 | stable |
| NVIDIA/DALI NVIDIA DALI is a GPU-accelerated data loading and preprocessing library with optimized building blocks and an execution engine for deep lea… | 92 | 5734 | active |
| Eventual-Inc/Daft Daft is a high-performance distributed data engine with a Python dataframe API, implemented in Rust, designed for AI and multimodal workloa… | 95 | 5730 | active |
| mlpack/mlpack mlpack is a fast, header-only C++ machine learning library built on Armadillo, ensmallen, and cereal, offering a wide range of algorithms f… | 87 | 5703 | stable |
| ladaapp/lada Lada is an open-source tool with both GUI and CLI that restores pixelated/mosaic regions in videos, primarily targeting JAV (Japanese adult… | 65 | 5702 | active |
| areal-project/AReaL AReaL is a large-scale asynchronous reinforcement learning system that bridges foundation model training with agent-based applications, sup… | 87 | 5696 | active |
| meta-pytorch/captum Captum is a model interpretability and understanding library for PyTorch, providing implementations of algorithms like Integrated Gradients… | 81 | 5693 | active |
| alexlenail/NN-SVG A web-based tool for creating publication-ready neural network architecture diagrams parametrically, supporting FCNN, LeNet-style CNN, and … | 61 | 5686 | stable |
| apple/ml-depth-pro Depth Pro is Apple's reference implementation of a foundation model for zero-shot metric monocular depth estimation, producing sharp high-r… | 30 | 5683 | active |
| biolab/orange3 Orange is an open-source visual programming toolbox for interactive data mining, machine learning, and data visualization. Users build anal… | 76 | 5677 | stable |
| OpenBMB/UltraRAG UltraRAG is a low-code Python framework from OpenBMB for building complex RAG pipelines using MCP servers and YAML-based orchestration with… | 80 | 5672 | active |
| huggingface/alignment-handbook A collection of robust training recipes and scripts from Hugging Face for aligning large language models with human and AI preferences, cov… | 66 | 5671 | active |
| pytorch/torchtitan torchtitan is a PyTorch-native platform for large-scale training of generative AI models, offering a clean-room implementation of PyTorch's… | 79 | 5667 | active |
| idealo/imagededup imagededup is a Python library for finding exact and near-duplicate images in a collection using perceptual hashing algorithms (PHash, DHas… | 48 | 5666 | stable |
| Gen-Verse/OpenClaw-RL OpenClaw-RL is a framework for training personalized AI agents through reinforcement learning using natural conversation as feedback. It us… | 52 | 5655 | active |
| fla-org/flash-linear-attention A PyTorch library providing hardware-efficient implementations of emerging sequence model architectures, including linear attention, sparse… | 88 | 5627 | active |
| cgzirim/seek-tune SeekTune is an open-source implementation of Shazam's audio fingerprinting and song recognition algorithm, written in Go with a web client.… | 49 | 5596 | active |
| nerfstudio-project/gsplat gsplat is an open-source Python library with CUDA-accelerated, differentiable rasterization of Gaussians, based on 3D Gaussian Splatting fo… | 70 | 5589 | active |
| shader-slang/slang Slang is a shading language and compiler for building large, modular, high-performance GPU shader codebases. It compiles to D3D12, Vulkan, … | 95 | 5580 | active |
| matterport/Mask_RCNN A Python implementation of the Mask R-CNN model for object detection and instance segmentation, built on Keras and TensorFlow with a ResNet… | 23 | 25567 | maintenance |
| zenml-io/zenml ZenML is an open-source MLOps framework for building, deploying, and managing production ML pipelines, LLM workflows, and AI agents on any … | 98 | 5564 | active |
| mosaicml/composer Composer is an open-source PyTorch-based deep learning training library by MosaicML (now Databricks) for training neural networks faster an… | 65 | 5495 | active |
| spotify/basic-pitch Basic Pitch is a lightweight neural network library from Spotify for automatic music transcription, converting audio recordings of nearly a… | 46 | 5489 | stable |
| LaurentMazare/tch-rs tch-rs is a Rust crate providing thin bindings to the C++ API of PyTorch (libtorch), staying close to the original API. It enables tensor o… | 67 | 5479 | active |
| lyuwenyu/RT-DETR Official implementation of RT-DETR and RT-DETRv2, real-time object detection transformers that outperform YOLO models, in PyTorch and Paddl… | 74 | 5476 | active |
| tensorflow/rust TensorFlow Rust provides idiomatic Rust language bindings for TensorFlow via its C API. It lets Rust programs build and run TensorFlow comp… | 10 | 5476 | active |
| obss/sahi SAHI (Slicing Aided Hyper Inference) is a Python vision library for detecting small objects in large images via sliced/tiled inference, wor… | 99 | 5473 | active |
| HarisIqbal88/PlotNeuralNet A LaTeX/TikZ-based library for drawing neural network architecture diagrams, with a Python interface for generating the TikZ code. It is co… | 23 | 24955 | maintenance |
| Netflix/vmaf VMAF is Netflix's Emmy-winning perceptual video quality assessment algorithm, provided as a standalone C library (libvmaf) with a wrapping … | 91 | 5460 | stable |
| isl-org/MiDaS MiDaS is a Python library with pretrained models for robust monocular depth estimation from a single image, based on the TPAMI 2022 paper a… | 10 | 5420 | stable |
| mayocream/koharu Koharu is a local-first desktop application that automates manga translation using machine learning, combining text/bubble detection, OCR, … | 82 | 5410 | active |
| lm-sys/RouteLLM RouteLLM is a Python framework for serving and evaluating LLM routers that route queries between strong and weak models to cut costs. It pr… | 24 | 5408 | active |
| apple/coremltools Apple's official Python package for converting machine learning models from TensorFlow, PyTorch, scikit-learn, XGBoost, and LibSVM into the… | 80 | 5399 | active |
| PeterGriffinJin/Search-R1 Search-R1 is an open-source reinforcement learning framework for training LLMs that interleave reasoning with search engine calls, built on… | 43 | 5328 | active |
| roboflow/sports A Python library from Roboflow providing reusable computer vision tools for sports analytics, including ball tracking, player tracking and … | 75 | 5320 | active |
| superduper-io/superduper Superduper is an open-source Python framework for building database-integrated AI applications and agents, connecting models, embeddings, a… | 49 | 5316 | active |
| nmslib/hnswlib A header-only C++ library with Python bindings implementing the HNSW algorithm for fast approximate nearest neighbor search. It supports in… | 69 | 5312 | stable |
| NVIDIA/cuml NVIDIA cuML is a GPU-accelerated machine learning library offering scikit-learn-style estimators that run on NVIDIA GPUs via CUDA. It also … | 94 | 5264 | active |
| HIT-SCIR/ltp LTP (Language Technology Platform) is an open-source neural NLP toolkit for Chinese supporting word segmentation, POS tagging, NER, depende… | 55 | 5259 | active |
| microsoft/SynapseML SynapseML (formerly MMLSpark) is an open-source machine learning library built on Apache Spark that provides simple, composable, distribute… | 88 | 5240 | active |
| awslabs/gluonts GluonTS is a Python library for probabilistic time series modeling, focused on deep learning based forecasting models built on PyTorch. It … | 88 | 5227 | stable |
| wenet-e2e/wenet WeNet is a production-first, end-to-end automatic speech recognition (ASR) toolkit built on PyTorch with transformer/conformer models. It p… | 62 | 5227 | active |
| katanaml/sparrow Sparrow is an open-source framework for structured data extraction from documents (PDFs, images) using ML, LLMs, and Vision LLMs, with sche… | 95 | 5202 | active |
| InternLM/xtuner XTuner is an open-source LLM training engine from InternLM designed for fine-tuning ultra-large-scale Mixture-of-Experts (MoE) models, with… | 67 | 5183 | active |
| transformerlab/transformerlab-app Transformer Lab is an open-source desktop application (built with Electron and Python) that provides a unified GUI for training, fine-tunin… | 84 | 5179 | active |
| h2oai/h2o-llmstudio H2O LLM Studio is a framework and no-code GUI for fine-tuning state-of-the-art large language models, built by H2O.ai. It supports LoRA and… | 96 | 5172 | active |
| rasbt/mlxtend mlxtend (machine learning extensions) is a Python library of helper tools for day-to-day data science and machine learning tasks. It provid… | 85 | 5166 | active |
| maziyarpanahi/openmed OpenMed is a local-first healthcare AI SDK for clinical named-entity recognition and HIPAA PII/PHI de-identification that runs entirely on-… | 83 | 5166 | active |