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Merge pull request #145 from florisvb/make-poly-module
new `polynomial_fit` module
2 parents a24f1d8 + 80c7ea0 commit 1e638b1

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‎docs/source/code.rst‎

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finite_difference
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smooth_finite_difference
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polynomial_fit
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total_variation_regularization
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kalman_smooth
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linear_model

‎docs/source/polynomial_fit.rst‎

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polynomial_fit
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==============
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.. automodule:: pynumdiff.polynomial_fit
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:members:

‎docs/source/utils/evaluate.rst‎

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evaluate
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========
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.. currentmodule:: pynumdiff.utils.evaluate
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.. automodule:: pynumdiff.utils.evaluate
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‎docs/source/utils/simulate.rst‎

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simulate
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========
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.. currentmodule:: pynumdiff.utils.simulate
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.. automodule:: pynumdiff.utils.simulate
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‎docs/source/utils/utility.rst‎

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utility
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=======
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.. currentmodule:: pynumdiff.utils.utility
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.. automodule:: pynumdiff.utils.utility
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‎examples/1_basic_tutorial.ipynb‎

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‎examples/2a_optimizing_parameters_with_dxdt_known.ipynb‎

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‎examples/2b_optimizing_parameters_with_dxdt_unknown.ipynb‎

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‎pynumdiff/__init__.py‎

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"""Import useful functions from all modules
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"""
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from pynumdiff._version import __version__
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from pynumdiff.finite_difference import first_order, second_order, fourth_order
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from pynumdiff.smooth_finite_difference import mediandiff, meandiff, gaussiandiff,\
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friedrichsdiff, butterdiff, splinediff
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from pynumdiff.total_variation_regularization import iterative_velocity, velocity,\
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acceleration, jerk, smooth_acceleration, jerk_sliding
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from pynumdiff.linear_model import lineardiff, polydiff, spectraldiff, savgoldiff
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from pynumdiff.kalman_smooth import constant_velocity, constant_acceleration, constant_jerk,\
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known_dynamics
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from ._version import __version__
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from .finite_difference import finitediff, first_order, second_order, fourth_order
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from .smooth_finite_difference import meandiff, mediandiff, gaussiandiff, friedrichsdiff, butterdiff
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from .polynomial_fit import splinediff, polydiff, savgoldiff
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from .total_variation_regularization import tvrdiff, velocity, acceleration, jerk, iterative_velocity, smooth_acceleration, jerk_sliding
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from .kalman_smooth import rts_const_deriv, constant_velocity, constant_acceleration, constant_jerk, known_dynamics
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from .linear_model import spectraldiff, lineardiff

‎pynumdiff/finite_difference/__init__.py‎

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"""This module implements some common finite difference schemes
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"""
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from ._finite_difference import finite_difference, first_order, second_order, fourth_order
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from ._finite_difference import finitediff, first_order, second_order, fourth_order

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