pytorch/ignite
A high-level PyTorch library for flexible and transparent training and evaluation of neural networks.
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Ignite is a PyTorch-focused library providing abstractions and utilities for training and evaluating deep learning models. It offers components like engines, handlers, and metrics that simplify common ML workflows such as experiment tracking, early stopping, model checkpointing, and evaluation across multiple datasets or distributed setups.
Frequently asked
- What is pytorch/ignite?
- A high-level PyTorch library for flexible and transparent training and evaluation of neural networks.
- Is ignite open source?
- Yes — pytorch/ignite is open source, released under the BSD-3-Clause license.
- What language is ignite written in?
- pytorch/ignite is primarily written in Python.
- How popular is ignite?
- pytorch/ignite has 4.8k stars on GitHub.
- Where can I find ignite?
- pytorch/ignite is on GitHub at https://github.com/pytorch/ignite.