Lightning-Universe/lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

Archived

/ 100

Established

1,752 stars.

Archived No Package No Dependents

Maintenance 0 / 25

Adoption 10 / 25

Maturity 16 / 25

Community 24 / 25

Stars

1,752

Forks

318

Language

Python

License

Apache-2.0

Category

Last pushed

Jan 20, 2026

Commits (30d)

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/Lightning-Universe/lightning-bolts"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Related frameworks

keras-team/keras

Deep Learning for humans

pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Lightning-AI/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

Lightning-AI/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

lanpa/tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)