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GitHub / MBKraus / dockerized_data_science_playground

Multi-docker container data science / engineering playground (w/ Kafka, Airflow, MLFlow, Tensorflow-Keras / SKLearn) for simulating a microservices-oriented architecture

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MBKraus%2Fdockerized_data_science_playground

Stars: 9
Forks: 6
Open Issues: 2

License: None
Language: Dockerfile
Repo Size: 16.6 KB
Dependencies: 14

Created: over 4 years ago
Updated: over 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago

Topics: airflow, data-engineering, data-science, datascience, docker, docker-compose, kafka, kafka-consumer, kafka-producer, kafka-python, keras, mlflow, mlflow-tracking-server, postgresql, scikit-learn, sklearn, tensorflow, zookeeper

Files
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    Readme
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    Dependencies
    airflow_docker/requirements.txt pypi
    airflow_docker/Dockerfile docker
    docker-compose_pg.yml docker
    mlflow_docker/Dockerfile docker