vinta
Added FlexML Library to Machine Learning
What is this Python project?
FlexML is an easy-to-use and flexible AutoML library for Python. It supports Regression and Classification tasks
pip: https://pypi.org/project/flexml/ GitHub: https://github.com/ozguraslank/flexml Kick-start: Google Colab
What's the difference between this Python project and similar ones?
Quick-to-Wide strategy
Adjustable experiment size offers two experiment modes; 'quick' and 'wide' allowing users to choose between fitting top used models in the industry or the full range of models available in the library
Early Anomaly Detection
Warns user about anomalies in the data before starting the experiment; such as unnecessary columns or high-cardinality categoric columns
Effective Model Leaderboard
Compare tuned and untuned versions of your ml models side by side in a single model leaderboard and add any amount of new trained tuned models with name like "LGBMRegressor_Optuna_n_iter=10"
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