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GitHub / ashleve / lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashleve%2Flightning-hydra-template
Stars: 3,643
Forks: 570
Open Issues: 63
License: None
Language: Python
Repo Size: 3.6 MB
Dependencies:
26
Created: over 3 years ago
Updated: about 1 month ago
Last pushed: 2 months ago
Last synced: about 1 month ago
Topics: best-practices, config, deep-learning, hydra, mlops, project-structure, pytorch, pytorch-lightning, reproducibility, template
Files
Dependencies
- hydra-colorlog ==1.2.0
- hydra-core ==1.2.0
- hydra-optuna-sweeper ==1.2.0
- pre-commit *
- pyrootutils *
- pytest *
- pytorch-lightning ==1.6.5
- rich *
- sh *
- torch >=1.10.0
- torchmetrics ==0.9.2
- torchvision >=0.11.0
- actions/checkout v2 composite
- actions/setup-python v2 composite
- pre-commit/action v2.0.3 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- pre-commit/action v2.0.3 composite
- trilom/file-changes-action v1.2.4 composite
- release-drafter/release-drafter v5 composite
- actions/checkout v3 composite
- actions/checkout v2 composite
- actions/setup-python v3 composite
- actions/setup-python v2 composite
- codecov/codecov-action v3 composite