https://github.com/srineogi/automl-classifier

Contains Classifiers from various AutoML libraries such as TPOT & AutoGluon.
https://github.com/srineogi/automl-classifier

autogluon automated-machine-learning automl binary-classification classification prediction tpot tpot-classifier

Last synced: 18 days ago
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Contains Classifiers from various AutoML libraries such as TPOT & AutoGluon.

• Host: GitHub
• URL: https://github.com/srineogi/automl-classifier
• Owner: SriNeogi
• Created: 2024-12-23T09:56:02.000Z (about 1 month ago)
• Default Branch: main
• Last Pushed: 2024-12-25T09:19:49.000Z (about 1 month ago)
• Last Synced: 2024-12-25T10:24:16.233Z (about 1 month ago)
• Topics: autogluon, automated-machine-learning, automl, binary-classification, classification, prediction, tpot, tpot-classifier
• Language: Jupyter Notebook
• Homepage:
• Size: 21.5 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Dataset

Sample_Data_Deals2 containing 6 columns: OrderID, OrderQuantity, OrderValue, Country, Industry & Deal Status. The target variable for binary prediction is Deal Status (Won=1, Lost=0).

# Binary Classification

Classification was done using AutoML libraries 

# Libraries

!pip install tpot

!pip install autogluon

!pip install bokeh

!pip install flaml

!pip install lazypredict

# Contributing

If you'd like to contribute to this project, please open an issue or submit a pull request. Your contributions are greatly appreciated!