From 18e41650a8459d4816155ea66e9da8ed67d61b21 Mon Sep 17 00:00:00 2001 From: Peng Zheng Date: Sat, 20 Apr 2024 07:02:04 +0800 Subject: [PATCH] remove old sphinx folder now we have docs --- sphinx/Makefile | 28 -- sphinx/_static/css/custom.css | 17 - sphinx/_static/logo/logo-dark.png | Bin 109859 -> 0 bytes sphinx/_static/logo/logo-light.png | Bin 92602 -> 0 bytes sphinx/api_reference/index.rst | 8 - sphinx/conf.py | 780 ----------------------------- sphinx/index.rst | 23 - sphinx/installation.rst | 32 -- sphinx/make.bat | 35 -- 9 files changed, 923 deletions(-) delete mode 100644 sphinx/Makefile delete mode 100644 sphinx/_static/css/custom.css delete mode 100644 sphinx/_static/logo/logo-dark.png delete mode 100644 sphinx/_static/logo/logo-light.png delete mode 100644 sphinx/api_reference/index.rst delete mode 100644 sphinx/conf.py delete mode 100644 sphinx/index.rst delete mode 100644 sphinx/installation.rst delete mode 100644 sphinx/make.bat diff --git a/sphinx/Makefile b/sphinx/Makefile deleted file mode 100644 index 109524c..0000000 --- a/sphinx/Makefile +++ /dev/null @@ -1,28 +0,0 @@ -# Minimal makefile for Sphinx documentation -# - -# You can set these variables from the command line, and also -# from the environment for the first two. -SPHINXOPTS ?= -SPHINXBUILD ?= sphinx-build -SOURCEDIR = . -BUILDDIR = ../docs - -# Put it first so that "make" without argument is like "make help". -help: - @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) - -.PHONY: help Makefile - -# Catch-all target: route all unknown targets to Sphinx using the new -# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). -%: Makefile - @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) - -# Add github build -ghpage: - @make clean - @make html - @cp -a $(BUILDDIR)/html/. $(BUILDDIR) - @rm -rf $(BUILDDIR)/doctrees $(BUILDDIR)/html - @touch $(BUILDDIR)/.nojekyll \ No newline at end of file diff --git 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z%vh)Y^P6x@q5to9ty%^QPk2EmYht*}Qf+xrcUTn@#eyz&w7Ty4TtJjWeDyGHOh7V{ zDdH|!SV+wl^( zovdxdGn%^0)ARl5ICSF5z{kCbkFqP_}_7c-a^HTVJ!?WR2RyBZcuV4&~6I%^PokYD$E zGGQ2isRcYu)&vJ$Sh>>|)2gH>%>14H1?FSpz()9T86Ae~JqFYsN;)LhMiOfS94><6 zd;05-T?MsZ6)dOchv8Lia4Pm-E2^~=i!#sP_bup4E-!>MCD|SGHH0+d+|i`B)p8{6 zX1#s<#QM=lqCI{nFowkeW@XT4mD4=R!>*#MPUHodltuqlR4^kr>Du9-u$mCR!&1ic z+^MMCM~9LE!m?o@03nxSA?_+zZtw2*ptU)I&#|3%)Ex~I_hSi2x=Bz@7D%x NDArray: - """ - Predicts the rate in each bucket - - Parameters - ---------- - beta : float - beta paramter, log of rescaling parameter - - rate_pattern : NDArray - rate pattern - - Returns - ------- - NDArray - estimated occurrences in each bucket - - """ - return self.T_inverse(beta + self.T(rate_pattern)) - - def rate_diff_beta(self, beta: float, rate_pattern: NDArray) -> NDArray: - """Computes the derivative of the predicted rates with respect to beta - - Parameters - ---------- - beta : float - beta paramter, log of rescaling parameter - rate_pattern : NDArray - rate pattern - bucket_populations :NDArray - Populations in each bucket - Returns - ------- - NDArray - derivative of predicted rates in each bucket with respect to beta - """ - return 1 / self.T_diff(self.T_inverse(beta + self.T(rate_pattern))) - - def predict_count( - self, - beta: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - ) -> NDArray: - """ - Generate a predicted count in each bucket assuming - multiplicativity in the T-transformed space with the additive parameter beta - - Parameters - ---------- - beta : float - beta paramter, log of rescaling parameter - rate_pattern : NDArray - rate pattern - bucket_populations :NDArray - Populations in each bucket - Returns - ------- - NDArray - Predicted rates in each bucket - """ - return self.predict_rate(beta, rate_pattern) * bucket_populations - - def count_diff_beta( - self, - beta: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - ) -> NDArray: - """ - Computes the derivative of the predicted count in each bucket with respect to beta - - Parameters - ---------- - beta : float - beta paramter, log of rescaling parameter - rate_pattern : NDArray - rate pattern - bucket_populations :NDArray - Populations in each bucket - Returns - ------- - NDArray - Derivative of predicted counts in each bucket with respect to beta - """ - return self.rate_diff_beta(beta, rate_pattern) * bucket_populations - - def fit_beta( - self, - observed_total: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - lower_guess: float = -50, - upper_guess: float = 50, - verbose: Optional[int] = 0, - ) -> float: - """Fits the parameter beta to the data - - Parameters - ---------- - observed_total : float - aggregated observation - rate_pattern : NDArray - rate pattern to assume (generalized) proportionality to - bucket_populations : NDArray - populations in each bucket - lower_guess : float, optional - Lower bound for rootfinding (we use bracketing), by default -50 - upper_guess : float, optional - Upper bound for rootfinding, by default 50 - verbose : Optional[int], optional - how much to print, 1 prints the root value, - 2 prints the entire rootfinding output, by default 0 - - Returns - ------- - float - computed value for beta - """ - - def beta_misfit(beta): - return ( - self.H_func( - beta, - rate_pattern=rate_pattern, - bucket_populations=bucket_populations, - ) - - observed_total - ) - - beta_results = root_scalar( - beta_misfit, bracket=[lower_guess, upper_guess], method="toms748" - ) - if verbose == 2: - print(beta_results) - elif verbose == 1: - print(f"beta={beta_results.root}") - fitted_beta = beta_results.root - return fitted_beta - - def H_func( - self, - beta: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - ) -> float: - """Returns the predicted total function - - Parameters - ---------- - beta : float - beta paramter, log of rescaling parameter - rate_pattern : NDArray - rate pattern - bucket_populations :NDArray - Populations in each bucket - Returns - ------- - float - Predicted total given beta, bucket populations, and rate pattern - This is matched to observed_total with rootfinding to fit beta - """ - return np.sum( - self.predict_count(beta, rate_pattern, bucket_populations) - ) - - def H_diff_beta( - self, - beta: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - ) -> float: - """Returns the derivative of the predicted total function with respect to beta - - Parameters - ---------- - beta : float - beta paramter, log of rescaling parameter - rate_pattern : NDArray - rate pattern - bucket_populations :NDArray - Populations in each bucket - - Returns - ------- - float - derivative of H_func with respect to beta - """ - return np.sum( - self.count_diff_beta(beta, rate_pattern, bucket_populations) - ) - - def beta_standard_error( - self, - fitted_beta: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - observed_total_se: float, - ) -> float: - """Computes delta-method standard error estimate for beta - - Parameters - ---------- - fitted_beta : float - fitted value of beta. This being fitted is why we don't need what the original observation actually was - rate_pattern : NDArray - rate pattern - bucket_populations : NDArray - populations in each bucket - observed_total_se : float - standard error of the total observed quantity - - Returns - ------- - float - standard error of beta - """ - error_inflation = 1 / self.H_diff_beta( - fitted_beta, rate_pattern, bucket_populations - ) - beta_standard_error = observed_total_se * error_inflation - return beta_standard_error - - def split_to_rates( - self, - observed_total: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - observed_total_se: Optional[float] = None, - lower_guess: float = -50, - upper_guess: float = 50, - reduce_output: bool = False, - ) -> NDArray: - """Splits the given total to rates - - Parameters - ---------- - observed_total : float - aggregated observation - rate_pattern : NDArray - rate pattern to assume (generalized) proportionality to - bucket_populations : NDArray - populations in each bucket - observed_total_se: float, by default None - standard error of the observed total - lower_guess : float, optional - Lower bound for rootfinding (we use bracketing), by default -50 - upper_guess : float, optional - Upper bound for rootfinding, by default 50 - verbose : Optional[int], optional - how much to print, 1 prints the root value, - 2 prints the entire rootfinding output, by default 0 - reduce_output : bool, by default False - boolean for whether or not to set groups with zero population to have zero rate - Returns - ------- - if observed_total_se is not given, we return - NDArray - predicted counts - Otherwise we return - NDArray - predicted counts - NDArray - standard error estimates - """ - fitted_beta = self.fit_beta( - observed_total, - rate_pattern, - bucket_populations, - lower_guess, - upper_guess, - ) - rate_point_estimates = self.predict_rate(fitted_beta, rate_pattern) - - # This is some dirty type casting, if reduce output, we set all groups with population 0 to 0 - # Otherwise, we're multiplying everything True, which gets casted to 1 - output_multiplier = ((1 - 1 * reduce_output) + bucket_populations) > 0 - - if observed_total_se is not None: - standard_errors = self.rate_standard_errors( - fitted_beta, rate_pattern, bucket_populations, observed_total_se - ) - return ( - rate_point_estimates * output_multiplier, - standard_errors * output_multiplier, - ) - return rate_point_estimates * output_multiplier - - def rate_standard_errors( - self, - fitted_beta, - rate_pattern, - bucket_populations, - observed_total_se, - ): - """Computes standard errors of rate splitting outputs, only pushing forward uncertainty from observed_total_SE - - Parameters - ---------- - fitted_beta : float - fitted value of beta. This being fitted is why we don't need what the original observation actually was - rate_pattern : NDArray - rate pattern - bucket_populations : NDArray - populations in each bucket - observed_total_se : float - standard error of the total observed quantity - """ - beta_SE = self.beta_standard_error( - fitted_beta, rate_pattern, bucket_populations, observed_total_se - ) - rate_standard_errors = ( - self.rate_diff_beta(fitted_beta, rate_pattern) * beta_SE - ) - return rate_standard_errors - - def count_split_standard_errors( - self, - fitted_beta, - rate_pattern, - bucket_populations, - observed_total_se, - ): - """Computes standard errors of total count splitting outputs, only pushing forward uncertainty from observed_total_SE - - Parameters - ---------- - fitted_beta : float - fitted value of beta. This being fitted is why we don't need what the original observation actually was - rate_pattern : NDArray - rate pattern - bucket_populations : NDArray - populations in each bucket - observed_total_se : float - standard error of the total observed quantity - """ - rate_se = self.rate_standard_errors( - fitted_beta, - rate_pattern, - bucket_populations=bucket_populations, - observed_total_se=observed_total_se, - ) - return rate_se * bucket_populations - - def split_to_counts( - self, - observed_total: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - observed_total_se: Optional[float] = None, - lower_guess: float = -50, - upper_guess: float = 50, - ) -> NDArray: - """Splits given total to counts - - Parameters - ---------- - observed_total : float - aggregated observation - rate_pattern : NDArray - rate pattern to assume (generalized) proportionality to - bucket_populations : NDArray - populations in each bucket - observed_total_se: float, by default None - standard error of the observed total - lower_guess : float, optional - Lower bound for rootfinding (we use bracketing), by default -50 - upper_guess : float, optional - Upper bound for rootfinding, by default 50 - verbose : int, optional - how much to print, 1 prints the root value, - 2 prints the entire rootfinding output, by default 0 - - Returns - ------- - if observed_total_se is not given, we return - NDArray - predicted rates - Otherwise we return - NDArray - predicted rates - NDArray - standard error estimates - """ - fitted_beta = self.fit_beta( - observed_total, - rate_pattern, - bucket_populations, - lower_guess, - upper_guess, - ) - - fitted_beta = self.fit_beta( - observed_total, - rate_pattern, - bucket_populations, - lower_guess, - upper_guess, - ) - count_point_estimates = self.predict_count( - fitted_beta, rate_pattern, bucket_populations - ) - if observed_total_se is not None: - standard_errors = self.count_split_standard_errors( - fitted_beta, rate_pattern, bucket_populations, observed_total_se - ) - return count_point_estimates, standard_errors - return count_point_estimates - - def parameter_covariance( - self, - fitted_beta: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - observed_total_se: float, - rate_pattern_cov: NDArray, - ) -> NDArray: - """Computes covariance matrix of beta and rate_pattern together - - Parameters - ---------- - fitted_beta : float - fitted value of beta. This being fitted is why we don't need what the original observation actually was - rate_pattern : NDArray - rate pattern - bucket_populations : NDArray - populations in each bucket - observed_total_se : float - standard error of the total observed quantity - rate_pattern_cov : NDArray - Covariance matrix of rate pattern estimates - - Returns - ------- - NDArray - Joint covariance matrix with beta and rate_pattern - """ - rate_grad = self.Hinv_rate_grad( - fitted_beta, rate_pattern, bucket_populations - ) - beta_pattern_cov = (rate_pattern_cov @ rate_grad).reshape(-1, 1) - - beta_var = np.array( - [ - [ - self.beta_standard_error( - fitted_beta, - rate_pattern, - bucket_populations, - observed_total_se, - ) - ** 2 - ] - ] - ) - - full_parameter_cov = np.block( - [ - [ - beta_var + rate_grad.T @ rate_pattern_cov @ rate_grad, - beta_pattern_cov.T, - ], - [beta_pattern_cov, rate_pattern_cov], - ] - ) - - return full_parameter_cov - - def parameter_fit_jacobian( - self, - fitted_beta: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - ) -> NDArray: - """Computes jacobian matrix of H_inv with respect to beta and rate_pattern together - - Parameters - ---------- - fitted_beta : float - fitted value of beta. This being fitted is why we don't need what the original observation actually was - rate_pattern : NDArray - rate pattern - bucket_populations : NDArray - populations in each bucket - - Returns - ------- - NDArray - Joint covariance matrix with beta and rate_pattern - """ - - rate_grad = self.Hinv_rate_grad( - fitted_beta, rate_pattern, bucket_populations - ).reshape(-1, 1) - beta_diff = np.array( - [ - [ - ( - 1 - / self.H_diff_beta( - fitted_beta, rate_pattern, bucket_populations - ) - ) - ] - ] - ) - full_parameter_jac = np.block( - [ - [beta_diff, rate_grad.T], - [ - np.zeros((len(rate_pattern), 1)), - np.identity(len(rate_pattern)), - ], - ] - ) - - return full_parameter_jac - - def Hinv_rate_grad(self, beta, rate_pattern, bucket_populations) -> NDArray: - """Gradient of H inverse (inverted with respect to beta) with respect to rate_pattern - - The inverse is handled implicitly, as beta is the input, not the total. - - Parameters - ---------- - beta : float - beta parameter, log of rescaling parameter - rate_pattern : NDArray - rate pattern - bucket_populations :NDArray - Populations in each bucket - - Returns - ------- - NDArray - gradient - """ - denominator = self.H_diff_beta(beta, rate_pattern, bucket_populations) - # Call this at the fitted beta for the inverse derivative of H at the observed_total - # assuming that the observed_total is H(beta), the total that beta would give! - - return ( - -1 - * self.H_rate_grad(beta, rate_pattern, bucket_populations) - / denominator - ) - - def H_rate_grad(self, beta, rate_pattern, bucket_populations) -> NDArray: - """Gradient of H (inverted with respect to beta) with respect to rate_pattern - - Parameters - ---------- - beta : float - beta parameter, log of rescaling parameter - rate_pattern : NDArray - rate pattern - bucket_populations :NDArray - Populations in each bucket - - Returns - ------- - NDArray - gradient - """ - return (bucket_populations * self.T_diff(rate_pattern)) / ( - self.T_diff(self.T_inverse(beta + self.T(rate_pattern))) - ) - - def rate_jacobian( - self, - beta: float, - rate_pattern: NDArray, - ) -> NDArray: - """Computes the jacobian of the predicted output rates with respect to both beta and the pattern - Parameters - ---------- - beta : float - fitted beta parameter - rate_pattern : NDArray - point estimate rate pattern - - Returns - ------- - NDArray - Jacobian, shaped d x (d+1) - - """ - - diag_scaling = np.diag( - 1 / self.T_diff(self.T_inverse(beta + self.T(rate_pattern))) - ) - dim = len(rate_pattern) - right_portion = np.block( - [np.ones((dim, 1)), np.diag(self.T_diff(rate_pattern))] - ) - return diag_scaling @ right_portion - - def count_jacobian( - self, beta: float, rate_pattern: NDArray, bucket_populations: NDArray - ): - """Computes the jacobian of the predicted output counts with respect to both beta and the pattern - Parameters - ---------- - beta : float - fitted beta parameter - rate_pattern : NDArray - point estimate rate pattern - bucket_populations :NDArray - Populations in each bucket - - Returns - ------- - NDArray - Jacobian, shaped d x (d+1) - """ - - rate_jac = self.rate_jacobian(beta, rate_pattern) - diag_pops = np.diag(bucket_populations) - return diag_pops @ rate_jac - - def rate_split_covariance_uncertainty( - self, - fitted_beta: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - observed_total_se: float, - rate_pattern_cov: NDArray, - ) -> NDArray: - """Computes covariance matrix of predicted rate outputs - Pushes forward uncertainty in both observed total, and in the rate pattern - - Parameters - ---------- - fitted_beta : float - fitted value of beta. This being fitted is why we don't need what the original observation actually was - rate_pattern : NDArray - rate pattern - bucket_populations : NDArray - populations in each bucket - observed_total_se : float - standard error of the total observed quantity - rate_pattern_cov : NDArray - Covariance matrix of rate pattern estimates - - Returns - ------- - NDArray - Covariance matrix of errors in splitting rate - """ - param_covariance = self.parameter_covariance( - fitted_beta=fitted_beta, - rate_pattern=rate_pattern, - bucket_populations=bucket_populations, - observed_total_se=observed_total_se, - rate_pattern_cov=rate_pattern_cov, - ) - out_jac = self.rate_jacobian( - fitted_beta, - rate_pattern, - ) - return out_jac @ param_covariance @ out_jac.T - - def count_split_covariance_uncertainty( - self, - fitted_beta: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - observed_total_se: float, - rate_pattern_cov: NDArray, - ) -> NDArray: - """Computes covariance matrix of predicted splitting count outputs - Pushes forward uncertainty in both observed total, and in the rate pattern - - Parameters - ---------- - fitted_beta : float - fitted value of beta. This being fitted is why we don't need what the original observation actually was - rate_pattern : NDArray - rate pattern - bucket_populations : NDArray - populations in each bucket - observed_total_se : float - standard error of the total observed quantity - rate_pattern_cov : NDArray - Covariance matrix of rate pattern estimates - - Returns - ------- - NDArray - Covariance matrix of errors in splitting counts - """ - param_covariance = self.parameter_covariance( - fitted_beta=fitted_beta, - rate_pattern=rate_pattern, - bucket_populations=bucket_populations, - observed_total_se=observed_total_se, - rate_pattern_cov=rate_pattern_cov, - ) - out_jac = self.count_jacobian( - fitted_beta, rate_pattern, bucket_populations - ) - return out_jac @ param_covariance @ out_jac.T - - def rate_split_full_jac( - self, - observed_total: float, - rate_pattern: NDArray, - bucket_populations: NDArray, - lower_guess: float = -50, - upper_guess: float = 50, - ) -> NDArray: - """ - - Parameters - ---------- - observed_total : float - aggregated observation - rate_pattern : NDArray - rate pattern to assume (generalized) proportionality to - bucket_populations : NDArray - populations in each bucket - lower_guess : float, optional - Lower bound for rootfinding (we use bracketing), by default -50 - upper_guess : float, optional - Upper bound for rootfinding, by default 50 - verbose : Optional[int], optional - how much to print, 1 prints the root value, - 2 prints the entire rootfinding output, by default 0 - - Returns - ------- - NDArray - jacobian of prediction output - """ - beta = self.fit_beta(observed_total, rate_pattern, bucket_populations) - # denominator = self.T_diff(self.T_inverse(self.)) - # Check if this is accomplishing what i think it is - SA 4/19 - # previously not returning anything - return self.rate_jacobian(beta, rate_pattern, bucket_populations) diff --git a/sphinx/index.rst b/sphinx/index.rst deleted file mode 100644 index 0951dd6..0000000 --- a/sphinx/index.rst +++ /dev/null @@ -1,23 +0,0 @@ -This is a template package -========================== - -Welcome to template's documentation! -To get started please check section :ref:`User's Guide`. -And the full reference is provided in section :ref:`Interface Reference`. - -User's guide ------------- - -.. toctree:: - :maxdepth: 2 - - installation - - -Interface reference -------------------- - -.. toctree:: - :maxdepth: 2 - - api_reference/index diff --git a/sphinx/installation.rst b/sphinx/installation.rst deleted file mode 100644 index 684e373..0000000 --- a/sphinx/installation.rst +++ /dev/null @@ -1,32 +0,0 @@ -==================== -Installing toreplace -==================== - -Python version --------------- - -The package :code:`toreplace` is written in Python -and requires Python 3.10 or later. - -Install toreplace ----------------- - -Regmod package is distributed at -`PyPI `_. -To install the package: - -.. code:: - - pip install toreplace - -For developers --------------- - -For developers, you can clone the repository and install the package in the -development mode. - -.. code:: - - git clone https://github.com/ihmeuw-msca/toreplace.git - cd toreplace - pip install -e ".[test,docs]" \ No newline at end of file diff --git a/sphinx/make.bat b/sphinx/make.bat deleted file mode 100644 index 32bb245..0000000 --- a/sphinx/make.bat +++ /dev/null @@ -1,35 +0,0 @@ -@ECHO OFF - -pushd %~dp0 - -REM Command file for Sphinx documentation - -if "%SPHINXBUILD%" == "" ( - set SPHINXBUILD=sphinx-build -) -set SOURCEDIR=. -set BUILDDIR=_build - -%SPHINXBUILD% >NUL 2>NUL -if errorlevel 9009 ( - echo. - echo.The 'sphinx-build' command was not found. Make sure you have Sphinx - echo.installed, then set the SPHINXBUILD environment variable to point - echo.to the full path of the 'sphinx-build' executable. Alternatively you - echo.may add the Sphinx directory to PATH. - echo. - echo.If you don't have Sphinx installed, grab it from - echo.https://www.sphinx-doc.org/ - exit /b 1 -) - -if "%1" == "" goto help - -%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% -goto end - -:help -%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% - -:end -popd