Survtrace integration

[IvanUniTO]

Survtrace

• is abandonware
• has no tests
• uses older libraries than this project

Todo

1. create a fork,
2. run it using its current deps in a conda env, collect some results fro its example notebook and generate tests.
3. Try upgrading deps to those of this project,
4. create pyproject.toml,
5. integrate.

[IvanUniTO]

• [x] create a fork;
• [X] run it using its current deps in a conda env, collect some results fro its example notebook
• [x] generate tests;
• [x] try upgrading deps to those of this project;
• [x] create pyproject.toml;
• [x] integrate.

[IvanUniTO]

Original conda deps are broken. Solved by moving all deps to conda and adding sebp channel. results on Metabric look OK: less than 1% difference on IPCW and Brier scores when running on CPU instead of GPU. Looks OK.

[IvanUniTO]

Generated a test on metabric

[IvanUniTO]

Upgraded reqs to be on par with those of survhive.

Test passes if using rounding to the second decimal of scores. Reasonable.

[IvanUniTO]

Pip-installable branch: https://github.com/IvanUniTO/SurvTRACE/releases/tag/1.0.1+hive

[IvanUniTO]

done