README: document additions from #13–#27 - #32
Merged
Conversation
Bring the public-facing docs in line with what landed across the
diagnostic toolkit work and the new model wrappers:
- Features: list Huber + PLS in regression models, expand
diagnostics to cover the toolkit (VIF, leverage, Cook's,
residual battery, influence masks, χ²).
- Expression API: add ps.pls(), drop the stale "24+
distributions" wording on ALM (now 25, loss/link/extra_parameter
surfaced).
- New Diagnostics subsection enumerates every diagnostic
expression from the four #27 batches plus PR #26's VIF / leverage
/ Cook's, plus the OLS residual battery and the GLM residuals
for logistic + Poisson.
- Tidy Coefficient Summary now mentions the matching summary /
predict variants for Quantile, Isotonic, and LmDynamic (#18).
- Model Classes: surface Huber, PLS, LogisticRegression with
concrete usage examples; add a categorized list of all available
model classes.
- "Use from Rust" → expanded Diagnostics bullet, added pls_fit and
the summary/predict additions to the function list, removed the
stale "~95" function count.
Documentation-only — no code touched.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Codecov Report✅ All modified and coverable lines are covered by tests. 📢 Thoughts on this report? Let us know! |
4 tasks
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Documentation-only sweep. Brings the user-facing README in sync with everything that landed across the diagnostic toolkit + new model wrappers this session.
What changed
Huber+PLSin the regression models bullet; expand the Diagnostics bullet to cover the toolkit (VIF, leverage, Cook's, residual battery, influence masks, χ²).ps.pls(...); drop the stale "24+ distributions" wording on ALM (now 25, withloss/link/extra_parametersurfaced).*_summary/*_predictvariants for Quantile, Isotonic, and LmDynamic added in Add _summary and _predict expressions for Quantile, Isotonic, LmDynamic, Aid #18.Huber,PLS,LogisticRegressionwith concrete usage examples; add a categorized list of all available model classes.pls_fitand the summary/predict additions to the function list, removed the stale "~95 expressions" count.No code touched.
🤖 Generated with Claude Code