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Differentiation Python Packages

Python packages with the GitHub topic differentiation. Sorted by relevance, with stars and monthly downloads.
lmfit
uncertainties

Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.

2.7M 667 85
hdembinski
jacobi

Numerical derivatives for Python

1.3M 52 6
andgoldschmidt
derivative

Optimal numerical differentiation of noisy time series data in python.

40K 69 9
dpeerlab
palantir

Single cell trajectory detection

6K 310 61
oberbichler
hyperjet

Algorithmic differentiation with hyper-dual numbers in C++ and Python

3K 17 4
RishabSA
autoneuronet

AutoNeuroNet is a fully implemented automatic differentiation engine with custom matrices, a full neural network architecture, and a training pipeline. It comes with Python bindings via PyBind11, enabling quick, easy network development in Python, backed by C++ for enhanced speed and performance.

3K 6 0
Brogis1
eigh

Differentiable generalized eigensolver in JAX. Extracted from PYSCFAD implementation.

2K 24 0
oberbichler
hypergraph

Reversed mode second order automatic differentiation for python (WIP)

905 4 0
Technologicat
wlsqm

Weighted least squares meshless interpolator and differentiator. Py3.11-3.14.

581 19 4
jeppe742
autodiff

No description available

514 0 0
MrRhuezzler
delta-dx

A Symbolic Differentiator

173 5 0
ulf1
numpy-fracdiff

Fractional differentiation as numpy function

127 7 3
andgoldschmidt
primelab

Numerical differentiation in python.

116 69 9
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