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GitHub / Ezzaldin97 / Batch-Serving-ML-Pipeline
create a robust, simple, effecient, and modern end to end ML Batch Serving Pipeline Using set of modern open-source/free Platforms/Tools
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ezzaldin97%2FBatch-Serving-ML-Pipeline
Stars: 4
Forks: 1
Open Issues: 0
License: None
Language: Python
Repo Size: 1.67 MB
Dependencies:
178
Created: 6 months ago
Updated: 5 months ago
Last pushed: 4 months ago
Last synced: 4 months ago
Topics: batch-processing, data-version-control, experiment-tracking, forecasting, machine-learning, machine-learning-application, machine-learning-pipelines, mlops, model-monitoring, scheduling
Files
Dependencies
- actions/checkout v3 composite
- actions/setup-python v3 composite
- duckdb ^0.9.2
- geopy ^2.4.1
- hyperopt ^0.2.7
- lightgbm ^3.3.0
- pandas ^2.0.1
- ploomber-cloud ^0.1.1
- prefect ^2.10.0
- prefect-email ^0.3.2
- pydantic ^2.5.0
- python >=3.10,<3.12
- python-dotenv ^1.0.0
- requests ^2.30.0
- scikit-learn ^1.3.0
- sktime ^0.24.1
- streamlit ^1.20.0