https://github.com/shimaa83/flowml-h2oautoml

automl and flowML code in degshub
https://github.com/shimaa83/flowml-h2oautoml

automl degshub flow-ml h2o-automl

Last synced: 19 days ago
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automl and flowML code in degshub

• Host: GitHub
• URL: https://github.com/shimaa83/flowml-h2oautoml
• Owner: shimaa83
• Created: 2024-08-07T19:50:34.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-08-07T19:59:12.000Z (6 months ago)
• Last Synced: 2024-11-19T04:00:47.979Z (3 months ago)
• Topics: automl, degshub, flow-ml, h2o-automl
• Language: Jupyter Notebook
• Homepage:
• Size: 13.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# FlowML-h2oautoML

1. first step signup to https://dagshub.com/

2. in kaggel notebook install the following :!pip install mlflow dagshub , import mlflow  , import mlflow.h2o

3. to workwith h2o auto ml model install : !pip install h2o , import h2o , from h2o.automl import H2OAutoML

4. create dagshub repo

5. connect your dagshub repo with your code by the following code :dagshub.init(repo_owner=repo username, repo_name=repo name, mlflow=True)

6. use the h2o document and write your code

7. in this code we try 3 expriements by trying 5 ,15 and 20 model each expriement stored in mlflow folder

8. degshub give you link for 1 month

9. try this link for my code : https://dagshub.com/dr.alshimaa22/testme.mlflow