Skip to main content

State-of-the art Automated Machine Learning python library

Project description

AutoML Alex

License Python


State-of-the art Automated Machine Learning python library

Installation

pip install -i https://test.pypi.org/simple/ automl-alex==0.5.8.13

🚀 Examples

from automl_alex import AutoMLClassifier

model = AutoMLClassifier(X_train, y_train, X_test,)
predict_test, predict_train = model.fit_predict(timeout=1000,)

More examples in the folder ./examples

Features

  • Data preprocessing
  • Categorical feature Encoding
  • Target Encoding with cross validation
  • Cross Validation
  • Search for the best solving library
  • Smart Optimization of Hyperparameters
  • Timelimit and EarlyStoping
  • Stacking

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

automl_alex-0.5.9.tar.gz (20.8 kB view hashes)

Uploaded Source

Built Distribution

automl_alex-0.5.9-py3-none-any.whl (26.5 kB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page