Commit History
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Test scaling (#15)
Rishit PantUnverified signature* New run * Remove scaling7af9b55
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Integrate mlflow (#13)
Rishit PantUnverified signature* Update for mlflow * Model eval reports * Saved models * Add MLFlow * Setup mlflow for logging167b49f
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Added pytest test cases and created training pipeline (#10)
Rishit PantUnverified signature* Remove redundant pip install * Eval reports * Remove catboost * Update raw data path * Remove transform and train * Create train pipeline * Add test cases * Add test cases6548337
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Enhanced model evaluation metrics, tuning techniques, and eval reports (#9)
Rishit Pant* Added confidence column in results * Updated model * Add Optuna * Enhance model evaluation * Add probability measure * Add helper functions for save params and model eval * Model results png * Model results png * Saved hyperparams json * Update text * Update text * Update text9a8bbbe
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Data cleaning
5ce30c6
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Predict pipeline configured
daaf33f -
Added model trainer
2016e39 -
Data Transformation added
351793a -
Data Ingestion
b42576f -
EDA and training
0e53018 -
Logging and exception
bcd782b -
Setup
6a7a999