https://github.com/sahi-mfg/automl
AutoML web app using streamlit and pycaret
https://github.com/sahi-mfg/automl
pycaret python streamlit
Last synced: about 2 months ago
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AutoML web app using streamlit and pycaret
- Host: GitHub
- URL: https://github.com/sahi-mfg/automl
- Owner: sahi-mfg
- Created: 2023-11-08T03:32:39.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-03-07T18:18:28.000Z (over 2 years ago)
- Last Synced: 2025-02-24T05:23:49.285Z (over 1 year ago)
- Topics: pycaret, python, streamlit
- Language: Python
- Homepage:
- Size: 2.9 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# AutoML
A streamlit web app to perform AutoML on a dataset. The app uses the `pycaret` library to perform the AutoML and `ydataprofiling` for the exploratory data analysis.
## Installation
- Clone the repository
- Install the requirements using `pip install -r requirements.txt` (preferably in a virtual environment)
- Run the app using `streamlit run app.py`
OR
- Use the makefile to install the requirements and run the app using `make install` and `make run` respectively.