OK, yes, so indeed the Pyodide venv currently doesn't work with scipy due to pyodide/pyodide#3186 I think.

This successfully builds the wheel for 1.1.1 , but that's not very useful since we are for now not loading it in the included test scripts (and it's the same version anyway as the one shipped by Pyodide 0.22.0a1).

For scikit-learn main branch, there is some regression with omp.h include that fails to cross-compile.

Byt anyway I agree that the first step could be looking into fixing tests for 1.1.1. I think some number of the failures would be due to pyodide/pyodide#156

I'll merge this one when CI is green, this is good enough to be useful.

Possible improvements:

• right now the exit code of the pytest command is not used so the CI will be green as long as pyodide build works
• improve run-tests-by-module.sh:
  • some test modules can be marked as xfail, others should be passing. We should use pytest exit code for this
  • post a summary at the end of the logs of which module failed
• right now scikit-learn-pytest.js installs the wheel in dist/scikit_learn-1.2.dev0-cp310-cp310-emscripten_3_1_21_wasm32.whl. There is probably a way to not hardcode its name.
• turn problems noted in README.md to dedicated github issues