quadra
Deep Learning experiment orchestration library
Installation
In a virtualenv (see these instructions if you need to create one):
pip3 install quadra
Dependencies
- albumentations
- seaborn
- scikit-learn
- grad-cam-orobix
- boto3
- segmentation-models-pytorch-orobix
- timm
- hydra-optuna-sweeper
- pillow
- torchvision
- scikit-multilearn
- mlflow-skinny
- minio
- h5py
- torchsummary
- opencv-python-headless
- rich
- torch
- pydantic
- pytorch-lightning
- nvitop
- anomalib-orobix
- torchinfo
- label-studio-converter
- typing-extensions
- python-dotenv
- hydra-colorlog
- tensorboard
- tripy
- torchmetrics
- xxhash
- matplotlib
- pandas
- hydra-core
Releases
| Version | Released | Bullseye Python 3.9 |
Bookworm Python 3.11 |
Trixie Python 3.13 |
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| 2.8.1 | 2026-02-23 | ||||
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| 2.8.0 | 2026-02-13 | ||||
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| 2.7.3 | 2026-02-06 | ||||
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| 2.7.2 | 2026-02-05 | ||||
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| 2.7.1 | 2026-02-03 | ||||
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| 2.7.0 | 2026-01-29 | ||||
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| 2.6.2 | 2026-01-22 | ||||
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| 2.6.1 | 2026-01-22 | ||||
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| 2.6.0 | 2026-01-20 | ||||
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| 2.5.1 | 2025-12-09 | ||||
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| 2.5.0 | 2025-12-03 | ||||
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| 2.4.0 | 2025-05-20 | ||||
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| 2.4.0a0 pre-release | 2025-05-13 | ||||
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| 2.3.3 | 2025-05-05 | ||||
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| 2.3.2 | 2025-04-23 | ||||
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| 2.3.2a2 pre-release | 2025-04-22 | ||||
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| 2.3.2a1 pre-release | 2025-04-22 | ||||
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| 2.3.2a0 pre-release | 2025-04-01 | ||||
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| 2.3.1 | 2025-03-04 | ||||
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| 2.3.0 | 2025-03-04 | ||||
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| 2.3.0a3 pre-release | 2025-02-25 | ||||
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| 2.3.0a2 pre-release | 2025-02-06 | ||||
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| 2.3.0a1 pre-release | 2024-12-11 | ||||
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| 2.3.0a0 pre-release | 2024-12-11 | ||||
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| 2.2.7 | 2025-01-16 | ||||
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| 2.2.5 | 2024-10-25 | ||||
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| 2.2.4 | 2024-10-24 | ||||
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| 2.2.4a0 pre-release | 2024-10-18 | ||||
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| 2.2.3 | 2024-08-20 | ||||
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| 2.2.3rc1 pre-release | 2024-08-19 | ||||
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| 2.2.2 | 2024-08-19 | ||||
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| 2.2.1 | 2024-07-15 | ||||
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| 2.2.0 | 2024-07-11 | ||||
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| 2.1.13 | 2024-07-11 | ||||
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| 0.0.1 | 2023-05-24 | ||||
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