A flexible SDK for interacting with various models
Project description
A flexible SDK for interacting with various model types including BERT, Inkman, and BiasTPV.
Installation pip install modelsdk
Features Unified interface for different model types Easily extensible to support new models
Usage Basic Usage from modelsdk import ModelSDK
Create an Inkman model instance
inkman = ModelSDK("inkman")
Get model run id
run_id = inkman.get_run_id()
Get features
features = inkman.get_features()
Get factors
factors = inkman.get_factors()
Get model users data (requires a pid)
pid = datetime.now().strftime("%Y%m%dT%H%M%S") source_data = inkman.get_users_df(pid=pid)
Available Models
- inkman
Environment Variables The SDK uses these environment variables: GOOGLE_CLOUD_PROJECT MLFLOW_TRACKING_URI MLFLOW_TRACKING_USERNAME MLFLOW_TRACKING_PASSWORD
License
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