v0.5.7 Release

[caseykneale]

Lot's of small updates. My goals have been to effectively finish all the line items on the ReadMe's todo list prior to the past two months or so. Getting pretty close but dang, there's still a bit left.

Documentation updates:

• Added page for DOE's
• Added page for Univariate models
• Finally did a first pass at documenting the discriminant analysis plots

Code updates:

• Many bug fixes and small refactorings
• Added two textbook DOE models for mixtures
• Added textbook univariate calibration, and standard addition method with convenience plots
• Improved and pushed up some multilinear model functions.

Internal updates:

• Added compat lines for all dependencies
• Updated readme and some old but choppy documentation
• Now following a true SemVer formatting for versions.
• Updated dependencies in the package to their latest versions (some big improvements in some of them such as CSV.jl ! )

Social updates:

• Reached out to a PI or two to seek students who may wish to contribute.
• Reached out to MLJ/turing, Econometrics, and ExperimentalDesign.jl to see if there was any interest/avenue to pass off code or form some unifications across packages.

@JuliaRegistrator register()

[JuliaRegistrator]

Error while trying to register: Package SetRounding mentioned in [compat] but not found in [deps] or [extras]

[caseykneale]

@JuliaRegistrator register()

[JuliaRegistrator]

Error while trying to register: Package ForwardDiff mentioned in [compat] but not found in [deps] or [extras]

[caseykneale]

@JuliaRegistrator register()

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/4552

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if Julia TagBot is installed, or can be done manually through the github interface, or via:

git tag -a v0.5.7 -m "<description of version>" 0786e1333b752b2526942d300254649304f28f91
git push origin v0.5.7

[JuliaRegistrator]

Registration pull request updated: JuliaRegistries/General/4552

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if Julia TagBot is installed, or can be done manually through the github interface, or via:

git tag -a v0.5.7 -m "<description of version>" 0786e1333b752b2526942d300254649304f28f91
git push origin v0.5.7