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CMM - Coggle Diagram
CMM
Server
Gitlab Repo
(
https://gitlab.com/cathay_fhc_dt/cathay-dt/cathay-model-market/cmm-server
)
Source Code
CI/CD
Unit Test (when merge to develop branch)
Deploy (when merge to master branch)
Python Package:cmm_server-x.x-py3-none-any.whl
使用範例
Gitlab Repo
(
https://gitlab.com/cathay_fhc_dt/cathay-dt/cathay-model-market/test_cmm_server
)
docker-compse
2 more items...
Wiki
使用說明
維運說明
安裝說明
設計架構
UI
MLflow
API
flask
gunicorn
CLI
UI
status
start
stop
API
start
stop
status
PoC
Gitlab Repo
(
https://gitlab.com/cathay_fhc_dt/cathay-dt/cathay-model-market/model-management/ml-pipeline-sample
)
docker-compse
PostgreSQL
airflow
mlflow
ftp
paas(k8s)
model serving api (seldon core)
nas
ansible
mlflow-plugin
在 airflow 使用 mlflow operator,簡單且快速操作 mlflow
Gitlab Repo
(
https://gitlab.com/cathay_fhc_dt/cathay-dt/airflow-plugins/mlflow-plugin
)
Source Code
CI/CD
Unit Test
Deploy (when merge to master branch)
Python Package:mlflow_plugin-x.x.x-py2.py3-none-any.whl
Client
Gitlab Repo
(
https://gitlab.com/cathay_fhc_dt/cathay-dt/cathay-model-market/cmm-client
)
wiki
使用說明
安裝說明
Source Code
CI/CD
Unit Test (when merge to develop branch)
Deploy (when merge to master branch)
Python Package:cmm_client-x.x-py3-none-any.whl
使用範例
Gitlab Repo
(
https://gitlab.com/cathay_fhc_dt/cathay-dt/cathay-model-market/test_cmm_client
)
example: test.py
example: test_sklearn_model.py
1 more item...
mlflow 工具研究
Gitlab Repo
(
https://gitlab.com/cathay_fhc_dt/cathay-dt/cathay-model-market/model-management/mlflow-demo
)