Fix Ridge parameter documentation to use JSON .p files instead of environment variables#49
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…ironment variables Co-authored-by: pukpr <2855758+pukpr@users.noreply.github.com>
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[WIP] WIP Address feedback on per-harmonic ridge_weights support
Fix Ridge parameter documentation to use JSON .p files instead of environment variables
Jan 17, 2026
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January 17, 2026 17:55
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The documentation incorrectly showed Ridge regression parameters being set as PowerShell environment variables, but
lte_mlr.pyreads these from the JSON.pfile viaparams.get(), notos.environ.get().Changes:
Ridge_Base,Ridge_Growth,Ridge_Free,Ridge_Exponent,Ridge_Linear).pfile with example snippetos.environ.get()(max_iters,align,PYPATH)Correct usage:
{ "Ridge_Base": 0.05, "Ridge_Growth": 0.2, "Ridge_Free": 2, "Ridge_Exponent": 1.5, "Ridge_Linear": 0.0, ...other parameters... }💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.