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* Add naive and vectorized implementations of Linear Regression using Gradient Descent * Add references section to docstrings in linear regression implementations * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor function signatures for improved readability in linear regression implementation * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor function signatures for improved readability in linear regression implementation * Update README sections for dataset inputs and usage instructions in linear regression implementations * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add doctests for dataset collection and gradient descent functions * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor imports and improve README formatting in linear regression scripts * fix doctests * Remove linear regression naive implementation script * Refactor docstring and improve script documentation for clarity * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix formatting in gradient_descent doctest and streamline main function call * fix doctest * updating DIRECTORY.md * Change httpx to httpx2 and update docstring Updated import from httpx to httpx2 and modified docstring for dataset return type. --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Christian Clauss <cclauss@me.com> Co-authored-by: cclauss <cclauss@users.noreply.github.com>
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