https://github.com/wiese-m/survival-studio

Survival Studio - a tool for automatic and interactive exploration of complex survival models. The project is carried out as part of the master's thesis supervised by Przemyslaw Biecek.
https://github.com/wiese-m/survival-studio

dashboard-application data-science explainable-ml plotly python survival-models

Last synced: 25 days ago
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Survival Studio - a tool for automatic and interactive exploration of complex survival models. The project is carried out as part of the master's thesis supervised by Przemyslaw Biecek.

• Host: GitHub
• URL: https://github.com/wiese-m/survival-studio
• Owner: wiese-m
• Created: 2022-08-01T18:39:43.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2022-12-12T17:54:01.000Z (over 3 years ago)
• Last Synced: 2025-02-23T19:44:57.636Z (over 1 year ago)
• Topics: dashboard-application, data-science, explainable-ml, plotly, python, survival-models
• Language: Python
• Homepage:
• Size: 3.22 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Survival Studio

Survival Studio is a tool for automatic and interactive exploration of complex survival models. It is designed to be fully compatible with the [`scikit-survival`](https://scikit-survival.readthedocs.io/en/stable/) package.

Preview:

![img](misc/survival_studio_example_v2.png)

See the live example [here](https://survival-studio.onrender.com)!

Note: Please be patient for the first time. The Render hosting service shuts down the application after a certain period of inactivity and it takes some time to restart it again (usually 1-2 minutes).

If you want to run it locally (faster option, requires Python>=3.7.10) then install `requirements.txt` and run `main.py` script with default setup or make your own example.