Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
☆1,731Oct 8, 2023Updated 2 years ago
Alternatives and similar repositories for lightning-flash
Users that are interested in lightning-flash are comparing it to the libraries listed below
Sorting:
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,752Jan 20, 2026Updated last month
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆612Nov 21, 2022Updated 3 years ago
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,884Updated this week
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,410Updated this week
- A data augmentations library for audio, image, text, and video.☆5,071Feb 13, 2026Updated 2 weeks ago
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,249Updated this week
- Pytorch Lightning code guideline for conferences☆1,287Sep 20, 2023Updated 2 years ago
- Accelerated deep learning R&D☆3,372Jun 27, 2025Updated 8 months ago
- An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come☆870Nov 26, 2024Updated last year
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,472May 2, 2025Updated 10 months ago
- Hydra is a framework for elegantly configuring complex applications☆10,231Feb 7, 2026Updated 3 weeks ago
- A python library for self-supervised learning on images.☆3,690Feb 23, 2026Updated last week
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,749Updated this week
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,295Mar 3, 2024Updated 2 years ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆11,093Feb 23, 2026Updated last week
- Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.☆6,017Updated this week
- A scikit-learn compatible neural network library that wraps PyTorch☆6,152Feb 25, 2026Updated last week
- Model interpretability and understanding for PyTorch☆5,564Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,415Feb 20, 2026Updated last week
- torch-optimizer -- collection of optimizers for Pytorch☆3,163Mar 22, 2024Updated last year
- An open-source AutoML Library based on PyTorch☆309Jan 5, 2026Updated 2 months ago
- Version control for machine learning☆1,670Feb 25, 2025Updated last year
- A deep learning library for video understanding research.☆3,544Jan 12, 2026Updated last month
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,531Jul 17, 2025Updated 7 months ago
- PyTorch extensions for high performance and large scale training.☆3,400Apr 26, 2025Updated 10 months ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,985Jun 16, 2024Updated last year
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,513Feb 26, 2026Updated last week
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,228Feb 25, 2026Updated last week
- Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stre…☆9,012Feb 16, 2026Updated 2 weeks ago
- MADGRAD Optimization Method☆801Jan 27, 2025Updated last year
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,420Feb 26, 2026Updated last week
- PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡☆5,172Aug 16, 2024Updated last year
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …☆6,548Updated this week
- Shape and dimension inference (Keras-like) for PyTorch layers and neural networks☆570Jun 13, 2022Updated 3 years ago
- Bayesian active learning library for research and industrial usecases.☆922Dec 3, 2025Updated 3 months ago
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,169Jun 2, 2025Updated 9 months ago
- Drift Detection for your PyTorch Models☆325Aug 26, 2022Updated 3 years ago
- Serve, optimize and scale PyTorch models in production☆4,359Aug 6, 2025Updated 6 months ago
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,228Updated this week