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AI Model Share Tutorial
Getting Started
Part One: Deploy a Model Playground
Part Two: Create a Competition
Part Three: Maintaining your Model Playground
Setting up AI Model Share Credentials
Step 1: Create an AI Model Share Account
Step 2: Create an AWS account
Step 3: Create an IAM User & AWS Access Keys
Step 4: Create your credentials file
Step 5: Get started!
Example Notebooks
Tabular Classification:
Tabular Regression:
Text Classification:
Image Classification:
Video Classification:
Model Playground Class
deploy
create_competition
update_runtime_model
delete_deployment
Competition Class
submit_model
instantiate_model
inspect_model
compare_models
stylize_compare
inspect_y_test
get_leaderboard
stylize_leaderboard
update_access_list
Supporting Functions
configure_credentials()
set_credentials()
download_data()
export_eval_metric()
export_reproducibility_env()
share_dataset()
Advanced Features
Custom Deployments
Using PySpark
Connecting Custom Web Apps
Model Reproducibility
The AI Model Share Initiative
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