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Smoothing Python Packages

Python packages with the GitHub topic smoothing. Sorted by relevance, with stars and monthly downloads.
cerlymarco
tsmoothie

A python library for time-series smoothing and outlier detection in a vectorized way.

97K 770 105
spiros
frechetdist

Compute the Fréchet distance between two polygonal curves in Euclidean space.

68K 89 18
espdev
csaps

Cubic spline approximation (smoothing)

44K 175 31
GAA-UAM
scikit-fda

Functional Data Analysis Python package

43K 344 63
cheginit
catsmoothing

Smoothing Shapely Geometries with Catmull-Rom Splines

12K 4 0
charlesll
rampy

Python software for spectral data processing (IR, Raman, XAS...)

2K 254 63
lukiwieser
lowess-grouped

Apply groupwise lowess smoothing to a dataframe.

1K 0 0
WFP-VAM
vam-whittaker

VAM whittaker core

1K 17 3
mstorath
l1tv

Denoising/reconstruction of piecewise constant signals using the L1TV model

927 9 1
burning-cost
insurance-whittaker

Whittaker-Henderson smoothing for insurance pricing and actuarial rating tables: 1D and 2D graduation with automatic lambda selection via cross-validation.

584 0 0
mstorath
cssd

Smoothing splines for signals with discontinuities

397 7 2
OlegMitsik
rts-smoother

High-performance Rauch–Tung–Striebel Kalman smoother for the local level model

371 1 0
InsightSoftwareConsortium
itk-smoothingrecursiveyvvgaussianfilter

Young & Van Vliet recursive Gaussian smoothing filter for GPU (OpenCL) and CPU

344 2 5
hugohadfield
bayesfilter

Pure Python/Numpy Bayesian Filtering and Smoothing

252 27 1
mthh
smoomapy

Brings smoothed maps through python

248 6 1
AnBowell
eo-kit

A multithreaded library for efficient Earth observation algorithms.

222 2 0
bgrimstad
splinterpy

SPLINTER is a library for multivariate function approximation using splines

184 443 120
brendanartley
regressio

A python library for univariate regression, interpolation, and smoothing.

144 343 11
AlexanderSouthan
pypreprocessing

package preprocessing of datasets, especially from spectroscopy

139 21 4
hugohadfield
kalmangrad

Automated, smooth, N'th order derivatives of non-uniformly sampled time series data

113 230 8
kaymal
auto-smooth

Smoothing noisy time series data.

95 7 1
GAA-UAM
scikit-fda-sim

Functional Data Analysis Python package

82 344 63
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