High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
☆4,742Updated this week
Alternatives and similar repositories for ignite
Users that are interested in ignite are comparing it to the libraries listed below
Sorting:
- A scikit-learn compatible neural network library that wraps PyTorch☆6,150Feb 16, 2026Updated last week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,860Feb 21, 2026Updated last week
- tensorboard for pytorch (and chainer, mxnet, numpy, ...)☆7,990Feb 5, 2026Updated 3 weeks ago
- A lightweight library for PyTorch training tools and utilities☆1,720Feb 10, 2026Updated 2 weeks ago
- Accelerated deep learning R&D☆3,372Jun 27, 2025Updated 8 months ago
- Models, data loaders and abstractions for language processing, powered by PyTorch☆3,565Sep 10, 2025Updated 5 months ago
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,926Feb 16, 2026Updated last week
- Train AI models efficiently on medical images using any framework☆1,879Jun 13, 2024Updated last year
- A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy☆10,233Updated this week
- Deep universal probabilistic programming with Python and PyTorch☆8,982Jul 9, 2025Updated 7 months ago
- Model summary in PyTorch similar to `model.summary()` in Keras☆4,064Mar 2, 2024Updated last year
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,401Feb 20, 2026Updated last week
- Bayesian optimization in PyTorch☆3,470Updated this week
- An open-source NLP research library, built on PyTorch.☆11,889Nov 22, 2022Updated 3 years ago
- Model interpretability and understanding for PyTorch☆5,560Updated this week
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆15,268Jun 25, 2025Updated 8 months ago
- Graph Neural Network Library for PyTorch☆23,498Feb 19, 2026Updated last week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,675Dec 1, 2025Updated 2 months ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆11,093Updated this week
- A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)☆5,618Jan 12, 2026Updated last month
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,634Feb 19, 2026Updated last week
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.☆23,757Sep 1, 2025Updated 5 months ago
- Implementations of ideas from recent papers☆392Dec 22, 2020Updated 5 years ago
- The fastai deep learning library☆27,864Feb 14, 2026Updated 2 weeks ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆34,940Updated this week
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,114Apr 22, 2022Updated 3 years ago
- torch-optimizer -- collection of optimizers for Pytorch☆3,163Mar 22, 2024Updated last year
- Basic Utilities for PyTorch Natural Language Processing (NLP)☆2,227Jul 4, 2023Updated 2 years ago
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,834Updated this week
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,627Mar 25, 2022Updated 3 years ago
- Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.☆4,357Oct 22, 2025Updated 4 months ago
- A natural language modeling framework based on PyTorch☆6,307Oct 17, 2022Updated 3 years ago
- A Python toolbox for performing gradient-free optimization☆4,151May 30, 2025Updated 9 months ago
- Hydra is a framework for elegantly configuring complex applications☆10,219Feb 7, 2026Updated 3 weeks ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,397Updated this week
- PyTorch extensions for high performance and large scale training.☆3,400Apr 26, 2025Updated 10 months ago
- torchbearer: A model fitting library for PyTorch☆641Dec 4, 2023Updated 2 years ago
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆32,159Sep 30, 2025Updated 5 months ago
- NumPy & SciPy for GPU☆10,804Updated this week