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This PR will become ls-spa v2.0.0. I added QMC sampling, joblib for parallelization/multiprocessing, and also made one minor but backward compatibility breaking change.

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My edu benefits just expired (and I need to be geolocated at Stanford to renew them). Are they still active for you @epicycloids ? If so, can you get copilot to review?

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Note to self: update README with new ls_spa interface (optional args). Maybe explain PERM_TYPE in docstring.

@NDevanathan NDevanathan merged commit 1bc709c into main Jan 16, 2026
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