AutoML Toolkit with MXNet Gluon
Reason this release was yanked:
Yanked to avoid Python 3.10+ install
Project description
AutoGluon: AutoML Toolkit for Deep Learning
AutoGluon automates machine learning tasks enabling you to easily achieve strong predictive performance in your applications. With just a few lines of code, you can train and deploy high-accuracy deep learning models on image, text, and tabular data. Get started with:
# First install package from terminal: pip install mxnet autogluon from autogluon import TabularPrediction as task train_data = task.Dataset(file_path='https://autogluon.s3-us-west-2.amazonaws.com/datasets/Inc/train.csv') test_data = task.Dataset(file_path='https://autogluon.s3-us-west-2.amazonaws.com/datasets/Inc/test.csv') predictor = task.fit(train_data=train_data, label='class') performance = predictor.evaluate(test_data)
See the AutoGluon Website for instructions on: - Installing AutoGluon - Learning with image data - Learning with text data - Learning with data in tabular format - More advanced topics such as Neural Architecture Search
License
This library is licensed under the Apache 2.0 License.
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