https://github.com/leosimoes/streamlit-linear-regressor
Web application for linear regression made using Streamlit.
https://github.com/leosimoes/streamlit-linear-regressor
linear-regression machine-learning model-building python streamlit
Last synced: about 1 month ago
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Web application for linear regression made using Streamlit.
- Host: GitHub
- URL: https://github.com/leosimoes/streamlit-linear-regressor
- Owner: leosimoes
- Created: 2023-12-26T23:16:58.000Z (over 1 year ago)
- Default Branch: master
- Last Pushed: 2023-12-27T13:17:47.000Z (over 1 year ago)
- Last Synced: 2025-01-30T01:16:41.622Z (3 months ago)
- Topics: linear-regression, machine-learning, model-building, python, streamlit
- Language: Python
- Homepage: https://multiple-linear-regression.streamlit.app
- Size: 74.2 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Linear Regression Web App made with Streamlit
Author: Leonardo Simões
## How to use the application
To run the project locally after downloading it,
install the dependencies
and run the `streamlit run streamlit_app.py` command.
To access the application hosted on Streamlit Community Cloud:
https://multiple-linear-regression.streamlit.app/
## Functionalities
Some of the functionalities applied to the dataset:
* display head;
* display dimensions;
* display column names;
* generate scatter plot;
* generate correlation plot;
* generate pairplot;
* generate linear regression plot;
* calculate and display linear regression parameters.
## Class diagram
