arpy8/SwiftML

SwiftML

A Streamlit-based browser interface for PyCaret. You can use it as Machine Learning Model Generator!

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Website

If you wish to try this on web, you can do it in here!

Feature

• —Generate machine learning from any given dataset
• —Currently supported formats :
• —csv

Installation and Running

• —## On Windows OS

Prerequisite

To run this WebUI, you need to have git, python version 3.11.

Please follow the links below to install the necessary software:

• —git : https://git-scm.com/downloads
• —python : https://www.python.org/downloads/ ( If your python version is too new, torch will not install properly.)

If you have satisfied the prerequisites listed above, you are now ready to start Whisper-WebUI.

1. 1.Run Install.bat from Windows Explorer as a regular, non-administrator user.
2. 2.After installation, run the run.bat.
3. 3.Open your web browser and go to http://localhost:2907

• —## Docker ( On Other OS )

1. 1.Build the image

docker build -t swiftml:latest . 

1. 1.Run the container with commands

• —For bash :

docker run it swiftml:latest --server_name 0.0.0.0 --server_port 2907

• —For PowerShell:

docker run -p 2907:2907 -it swiftml:latest --server_name 0.0.0.0 --server_port 2907