derivkit# derivkit package Subpackages derivkit.calculus package Submodules Module contents derivkit.derivatives package Subpackages Submodules Module contents derivkit.forecasting package Submodules Module contents derivkit.likelihoods package Submodules Module contents derivkit.utils package Submodules Module contents Submodules derivkit.calculus_kit module CalculusKit derivkit.derivative_kit module Examples: Adding methods: DerivativeEngine DerivativeKit available_methods() register_method() derivkit.forecast_kit module ForecastKit derivkit.likelihood_kit module Typical usage examples LikelihoodKit Module contents CalculusKit CalculusKit.gradient() CalculusKit.hessian() CalculusKit.hessian_diag() CalculusKit.hyper_hessian() CalculusKit.jacobian() DerivativeKit DerivativeKit.function DerivativeKit.x0 DerivativeKit.default_method DerivativeKit.differentiate() ForecastKit ForecastKit.dali() ForecastKit.delta_nu() ForecastKit.fisher() ForecastKit.fisher_bias() ForecastKit.gaussian_fisher() LikelihoodKit LikelihoodKit.gaussian() LikelihoodKit.poissonian()