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midr 0.5.1

midr 0.5.0.909

• Vectorized the design matrix encoding process in factor.encoder() and numeric.encoder() for improved performance.
• Unified weighted.rmse() and its related functions into a single, more versatile weighted.loss() function.
• Updated and improved various help documents for clarity and completeness.
• Changed some argument names for consistency (e.g., changed max.bars to max.terms, max.nrow to max.rows, etc.).
• Deprecated weighted() and its family functions.
• Deprecated mid.extract() and mid.frames().

midr 0.5.0.908

• Rewrote color.theme() to significantly enhance its functionality and flexibility.

midr 0.5.0.906

• Fixed a memory leak issue where numeric.encoder() and factor.encoder() held an unnecessary reference to the execution environment of interpret.default().
• Updated the hex logo and favicons.

midr 0.5.0.905

• Rewrote interpret.formula() and factor.encoder() to correctly support subset and drop.unused.levels arguments.
• Updated get.yhat() methods to ensure prediction outputs always have the same length as the number of input observations.

midr 0.5.0.904

• Improved the computational efficiency of the parameter interpolation step in interpret.default().

midr 0.5.0.903

• Fixed a bug in interpret.default() that caused inconsistency between “fitted.values” and “residuals”.
• Fixed an issue in mid.f() (mid.effect()) to correctly handle vector recycling when an input’s length is 1.
• Fixed autoplot.mid.conditional() to avoid redundant evaluation of the “mid” object.
• Updated the automatic determination method for the number of knots (k) in interpret().
• Added support for type suffixes in color.theme() for easier theme specification.

midr 0.5.0.902

• Rewrote interpret.formula() to resolve environment issues related to stats::model.frame()
• Added new tests to cover this improved functionality.
• Refined the default diverging color theme “midr”.

midr 0.5.0.901

• Corrected the “HCL” color theme to be properly categorized as a “qualitative” theme.
• Changed the rounding method used in numeric “encoder” objects.
• Updated the article and examples related to color.theme().

midr 0.5.0.900

• Default color themes can now be set globally via R options: midr.diverging, midr.qualitative and midr.sequential.
• Added the “HCL” color theme and set it as the new default for “qualitative” theme.
• Fixed an issue in interpret.formula() to ensure the evaluated formula is correctly stored in the function call.

midr 0.5.0

First release on CRAN.

midr 0.4.9.909

• The accompanying working paper is now available on arXiv.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.