A lightweight AutoML framework
Project description
AutoML
AutoML is a lightweight AutoML library to automatically choose the best algorithm for your dataset.
Features
- Supports classification and regression
- Auto model selection
- Performance graphs
Usage
from automl import AutoML
model = AutoML(df, target='target_column')
model.run()
Data Cleaning
from automl.preprocessing import DataCleaner
cleaner = DataCleaner()
df_cleaned = cleaner.clean(df)
Install
pip install -r requirements.txt
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