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feat: added complete implementation forstats/base/dists/halfnormal#8212

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@navyansh007
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Resolves#8205 .

Description

What is the purpose of this pull request?

This pull request implements the half-normal statistical distribution, which is understats/base/dists

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This pull request:

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---type: pre_commit_static_analysis_reportdescription: Results of running static analysis checks when committing changes.report:  - task: lint_filenames    status: passed  - task: lint_editorconfig    status: passed  - task: lint_markdown    status: passed  - task: lint_package_json    status: passed  - task: lint_repl_help    status: na  - task: lint_javascript_src    status: passed  - task: lint_javascript_cli    status: na  - task: lint_javascript_examples    status: na  - task: lint_javascript_tests    status: na  - task: lint_javascript_benchmarks    status: na  - task: lint_python    status: na  - task: lint_r    status: na  - task: lint_c_src    status: na  - task: lint_c_examples    status: na  - task: lint_c_benchmarks    status: na  - task: lint_c_tests_fixtures    status: na  - task: lint_shell    status: na  - task: lint_typescript_declarations    status: passed  - task: lint_typescript_tests    status: na  - task: lint_license_headers    status: passed---
…mplementation---type: pre_commit_static_analysis_reportdescription: Results of running static analysis checks when committing changes.report:  - task: lint_filenames    status: passed  - task: lint_editorconfig    status: passed  - task: lint_markdown    status: passed  - task: lint_package_json    status: passed  - task: lint_repl_help    status: na  - task: lint_javascript_src    status: passed  - task: lint_javascript_cli    status: na  - task: lint_javascript_examples    status: na  - task: lint_javascript_tests    status: na  - task: lint_javascript_benchmarks    status: na  - task: lint_python    status: na  - task: lint_r    status: na  - task: lint_c_src    status: na  - task: lint_c_examples    status: na  - task: lint_c_benchmarks    status: na  - task: lint_c_tests_fixtures    status: na  - task: lint_shell    status: na  - task: lint_typescript_declarations    status: passed  - task: lint_typescript_tests    status: na  - task: lint_license_headers    status: passed---
@stdlib-botstdlib-bot added StatisticsIssue or pull request related to statistical functionality. Needs ReviewA pull request which needs code review. labelsOct 6, 2025
@PlaneshifterPlaneshifter self-requested a reviewOctober 7, 2025 16:44
@kgryte
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@navyansh007 Thanks for working on this. I am going to mark this PR as "draft", as the various packages only add the implementations, but not all the associated documentation (README, TypeScript declarations, REPL text, etc), tests, benchmarks, and examples. You'll need to add those before this PR can move forward. It may be easier if you split the various sub-packages into separate PRs. Otherwise, this PR will end up with many files and review will likely be slower.

@kgrytekgryte marked this pull request as draftOctober 14, 2025 13:43
@stdlib-botstdlib-bot removed the Needs ReviewA pull request which needs code review. labelOct 14, 2025
@navyansh007
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Hey@kgryte,
Thank you for getting back to me. So here is what I understood. WIll it be a good idea to raise multiple PRs that implement a small part of thehalfnormal distribution package namespace (for example, I raise a PR that solely implementscdf subpackage forhalfnormal)?

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I raise a PR that solely implements cdf subpackage for halfnormal

Correct.

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[RFC]: Add support for half-normal distribution@stdlib/stats/base/dists/halfnormal

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