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Model deploy #10

Merged
merged 29 commits into from
Sep 28, 2024
Merged

Model deploy #10

merged 29 commits into from
Sep 28, 2024

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Sarah627
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Sarah627 and others added 28 commits September 22, 2024 21:57
@Sarah627
removed the git commands from the notebook
13b6037
@Sarah627
created model_deployment notebook to export the model into pkl file a…
f5f9cba 
…nd the test data into json format to be used with FastAPI
@Sarah627
deployment using FastAPI
cc667b7
@Sarah627
the extracted pkl file of the model weights
22c6797
@Sarah627
the extracted json files conatin the test data for tesing in postman
8975354
@Sarah627
update
b7b2820
@Sarah627
Add or update the Azure App Service build and deployment workflow config
b819fcf
@Sarah627
added requirements file
1d601c0
@Sarah627
Merge branch 'model-deploy' of https://github.com/Sarah627/Credit-Car…
b6c6970 
…d-Fraud-Detection into model-deploy
@Sarah627
added startup script
3b15d6a
@Sarah627
added a yml file for azure
1b9753d
@Sarah627
unzipped the dataset
b7f758c
@Sarah627
Delete .github/workflows directory
a4274a4
@Sarah627
changed the sampling technique
cf84479
@Sarah627
deleted the old dataset because of its large size and exported the ne…
39fb15d 
…w dataset with reduced size
@Sarah627
Merge branch 'model-deploy' of https://github.com/Sarah627/Credit-Car…
9637c83 
…d-Fraud-Detection into model-deploy
@Sarah627
exported the datafile with less size than the old cleansed
0844c31
@Sarah627
merged dataset
1f1c721
@Sarah627
Changed the sampling technique
12ebba1
@Sarah627
Merge branch 'model-deploy' of https://github.com/Sarah627/Credit-Car…
098d933 
…d-Fraud-Detection into model-deploy
@Sarah627
trained dataset
affd2bd
@Sarah627
made some changes in the deployment file to deply easily
f05a11c
@Sarah627
Add or update the Azure App Service build and deployment workflow config
bf11013
@Sarah627
Add or update the Azure App Service build and deployment workflow config
0753f0c
@Sarah627
Add or update the Azure App Service build and deployment workflow config
d2b8fe4
@Sarah627
Add or update the Azure App Service build and deployment workflow config
1255e21
@Sarah627
update
cd9dcde
@Sarah627
Merge branch 'model-deploy' of https://github.com/Sarah627/Credit-Car…
1a86fa2 
…d-Fraud-Detection into model-deploy
@Sarah627 Sarah627 merged commit 4970e9c into main Sep 28, 2024
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@Sarah627