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Numerical Differentiation Python Packages

Python packages with the GitHub topic numerical-differentiation. Sorted by relevance, with stars and monthly downloads.
andgoldschmidt
derivative

Optimal numerical differentiation of noisy time series data in python.

39K 69 9
optimagic-dev
optimagic

optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you don't have to adjust your code. You simply get more optimizers for free. On top you get diagnostic tools, parallel numerical derivatives and more.

6K 317 51
optimagic-dev
estimagic

optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you don't have to adjust your code. You simply get more optimizers for free. On top you get diagnostic tools, parallel numerical derivatives and more.

2K 317 51
aothmane-control
algdiff

AlgDiff is a Python class implementing all necessary tools for the design, analysis, and discretization of algebraic differentiators. An interface to Matlab is also provided.

860 18 3
ramesaliyev
numerica

Numerical analysis methods implemented in Python.

288 26 5
theochem
qc-grid

Python library for numerical integration, interpolation, and differentiation on (molecular) grids.

223 91 36
mwstrand
nanalysis

Numerical analysis algorithms

189 3 0
andgoldschmidt
primelab

Numerical differentiation in python.

125 69 9
theochem
grid-tmp

Python library for numerical integration, interpolation, and differentiation on (molecular) grids.

73 91 36
famura
ndc

Numerical differentiation leveraging convolutions based on PyTorch

55 1 1
theochem
qc-grids

Python library for numerical integration, interpolation, and differentiation on (molecular) grids.

5 91 36
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