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GitHub / MBKraus / incremental_training
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MBKraus%2Fincremental_training
Stars: 118
Forks: 57
Open Issues: 6
License: None
Language: Python
Repo Size: 106 MB
Dependencies:
14
Created: over 4 years ago
Updated: 7 months ago
Last pushed: about 1 year ago
Last synced: 7 months ago
Topics: airflow, data-science, docker, docker-compose, incremental-learning, kafka, keras, mlflow
Files
Dependencies
- Keras ==2.2.5
- kafka-python ==1.4.6
- mlflow ==1.23.1
- numpy ==1.21.0
- pandas ==0.25.1
- scikit-learn ==0.21.3
- scipy ==1.3.1
- tensorboard ==1.15.0
- tensorflow ==1.15.4
- puckel/docker-airflow latest build
- postgres 9.6
- wurstmeister/kafka latest
- wurstmeister/zookeeper latest
- python 3.7.0 build