Resampling Python Packages

pyresample

Geospatial image resampling in Python

regridding

Numba-accelerated interpolation of NumPy n-dimensional arrays.

tsbootstrap

Fast, dependence-aware resampling and uncertainty for time series and ragged panels.

plotilleresample

Data resampling for efficient Plotille terminal plots, with stride, min/max, LTTB and MinMaxLTTB.

wrangle

Prepare scientific data with native Polars, YAML protocols, a readable CLI and reproducible evidence.

kalepy

Kernel Density Estimation and (re)sampling

gridr

GridR is a python/rust library for resampling and filtering raster image data, designed for efficiency in both in-memory processing and I/O operations

cygrid

Cygrid is a cython-powered convolution-based gridding module for astronomy

drift-or-shift

Label-shift vs concept-drift experiments and a lightweight logit-offset adapter for prevalence shift in binary classification.

geodataset

Extension of netDCF4.Dataset for geospatial data

scalerack

Unified image upscaling and downscaling algorithms, from classical resampling to reconstruction and perceptual scaling methods.

multi-imbalance

Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/

reg-resampler

A python library for repurposing traditional classification-based resampling techniques for regression tasks

synloc

A Python Package to Create Synthetic Tabular Data

mapraster

mapraster is a Python lib to interpolate xarray raster field on image geometry (e.g. line/sample)

timeseries-expand

Publication-aware time-series frequency expansion for Python

nwave

Low latency multi-thread audio transforms and conversions

energy-analysis-toolbox

A collection of tools to process and analyze energy and power time-series.

spectcube

The SpectCube package aims to provide a fast and flexible tool for spectral resampling.

multigaussampler

Sampling from a Maximum-Likelihood fitted Multi-Gaussian distribution in TensorFlow 2.1