https://github.com/mpolinowski/automl-gluon-tabular-data

AutoML with AutoGluon
https://github.com/mpolinowski/automl-gluon-tabular-data

autogluon automl classification nlp regression timeseries-forecasting

Last synced: 22 days ago
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AutoML with AutoGluon

• Host: GitHub
• URL: https://github.com/mpolinowski/automl-gluon-tabular-data
• Owner: mpolinowski
• Created: 2023-06-24T14:50:05.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2023-06-26T11:27:47.000Z (over 1 year ago)
• Last Synced: 2024-04-21T02:03:03.607Z (8 months ago)
• Topics: autogluon, automl, classification, nlp, regression, timeseries-forecasting
• Language: Jupyter Notebook
• Homepage: https://mpolinowski.github.io/docs/IoT-and-Machine-Learning/AIOps/2023-06-18-automl-with-autogluon-tabular-data/2023-06-18
• Size: 9.01 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# AutoML with AutoGluon

[AutoGluon](https://github.com/autogluon/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 machine learning and deep learning models on image, text, time series, and tabular data.

* Part 1: [AutoML with AutoGluon for Tabular Data](https://mpolinowski.github.io/docs/IoT-and-Machine-Learning/AIOps/2023-06-18-automl-with-autogluon-tabular-data/2023-06-18)

* Part 2: [AutoML with AutoGluon for Multi-Modal Data](https://mpolinowski.github.io/docs/IoT-and-Machine-Learning/AIOps/2023-06-21-automl-with-autogluon-multiclass-nlp/2023-06-21)

* Part 3: [AutoML with AutoGluon for Timeseries Forecasts](https://mpolinowski.github.io/docs/IoT-and-Machine-Learning/AIOps/2023-06-23-automl-with-autogluon-timeseries-forecast/2023-06-23)