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GitHub / codecentric-oss / niceml
niceML 🍦 is a Python-based MLOps framework designed to streamline the development and maintenance of machine learning projects, offering efficient and scalable pipelines using TensorFlow and Dagster.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codecentric-oss%2Fniceml
Stars: 36
Forks: 2
Open Issues: 12
License: mit
Language: Python
Repo Size: 30.2 MB
Dependencies:
300
Created: about 1 year ago
Updated: 15 days ago
Last pushed: 15 days ago
Last synced: 14 days ago
Topics: dagster, deep-learning, image-classification, machine-learning, mlops, object-detection, python, semantic-segmentation, tensorflow
Files
Dependencies
- abatilo/actions-poetry v2.0.0 composite
- actions/cache v2 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- abatilo/actions-poetry v2.0.0 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- actions/upload-artifact v3 composite
- nuhrberg/pytest-summary main composite
- abatilo/actions-poetry v2.0.0 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- albumentations ^1.3.0
- altair ^4.2.2
- cattrs ^22.2.0
- click ^8.1.3
- copier ^7.2.0
- cryptography ^41.0.0
- cython ^0.29.34
- dagit ^1.3.3
- dagster ~1.4
- dagster-mlflow ^0.20.14
- fastparquet ^2023.2.0
- hydra-core ^1.3.2
- invoke >=1.4.1,<2
- isodate ^0.6.1
- mkdocs-gen-files ^0.5.0
- networkx ^3.1
- opencv-python ^4.7.0.72
- pandas 1.5.0
- pandera ^0.14.5
- pillow ^9.5.0
- protobuf ^3.0.0
- pympler ^1.0.1
- python >=3.8,<3.9.7 || >3.9.7,<3.11
- python-dotenv ^1.0.0
- pyyaml ^6.0
- requests ^2.31.0
- schema ^0.7.5
- scikit-learn ^1.2.2
- scipy >=1.8
- streamlit ^1.22.0
- tensorflow ~2.12
- tensorflow-macos ~2.12
- tensorflow-metal ~1.0
- toml ^0.10.2
- tornado ^6.3.2