https://github.com/emmanuelezenwere/datasift

DataSift auto applies a data pre-processing pipeline to Data Science Projects.
https://github.com/emmanuelezenwere/datasift

data-engineering data-preprocessing data-science etl-pipelines

Last synced: 12 months ago
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DataSift auto applies a data pre-processing pipeline to Data Science Projects.

• Host: GitHub
• URL: https://github.com/emmanuelezenwere/datasift
• Owner: EmmanuelEzenwere
• License: mit
• Created: 2024-05-12T15:25:57.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-05-28T00:27:29.000Z (about 2 years ago)
• Last Synced: 2025-02-27T22:07:31.899Z (over 1 year ago)
• Topics: data-engineering, data-preprocessing, data-science, etl-pipelines
• Language: Python
• Homepage: https://pypi.org/project/autoDATA-prep/
• Size: 117 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# autoDATA-prep

autoDATA-prep automates the data pre-processing step, this accelerates the first stage of any Data Analysis/ Data Science/ML pipeline.

- Removing Missing Values.

- Converting Categorical Variables to Quantitative Variables.

- Normalizing Data as an Option.

- Applying Standardization Techniques to Image Data for Computer Vision.

- Applications ; General Data Science Projects, ML, Computer Vision, Natural Language Understanding ;  Processing and Generation (NLP & NLG), Signal Processing 

![autoDATA-prep](./assets/data-preprocessing-cover.png)