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Cross Validation Python Packages

Python packages with the GitHub topic cross-validation. Sorted by relevance, with stars and monthly downloads.
trent-b
iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

119K 892 72
BCG-X-Official
sklearndf

DataFrame support for scikit-learn.

72K 63 9
fbruzzesi
timebasedcv

Time based splits for cross validation

55K 41 2
autoreject
autoreject

Automated rejection and repair of bad trials/sensors in M/EEG

28K 157 60
4Freye
panelsplit

A tool for panel data analysis.

2K 21 2
WenjieZ
tscv

Time Series Cross-Validation -- an extension for scikit-learn

2K 260 43
StarlangSoftware
nlptoolkit-sampling

Data sampling library

2K 3 0
StarlangSoftware
nlptoolkit-sampling-cy

Data sampling library

1K 0 0
ludvigolsen
utipy

Python utilities, e.g. for pandas

1K 2 0
marmurar
jano

Temporal partitioning and backtesting for time-correlated datasets

1K 2 1
deephub-ai
torchhandle

TorchHandle makes your PyTorch development more efficient and make you use PyTorch more comfortable

745 19 5
artwmana
cv-reality-check

Why your CV is lying to you

720 0 0
Gscorreia89
pychemometrics

pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets

715 40 15
glubbdubdrib
lazygrid

Automatic, efficient and flexible implementation of complex machine learning pipeline generation and cross-validation.

582 1 0
raamana
neuropredict

easy and standardized predictive analysis for biomarkers, neuroimaging, and beyond

539 104 27
gershonc
octopus-ml

A collection of handy ML and data visualization and validation tools. Go ahead and train, evaluate and validate your ML models and data with minimal effort.

539 23 5
DidierRLopes
timeseries-cv

Timeseries cross-validation for Neural Networks

526 48 11
zensors
datatap

Focus on Algorithm Design, Not on Data Wrangling

512 34 3
quantfinlib
quantfinlib

Fundamental package for quantitative finance with Python.

472 6 1
thomastschinkel
autofepg

AutoFE - Playground: Automatic Feature Engineering & Selection for Kaggle Playground Competitions

450 1 0
WalidGharianiEAGLE
spatial-kfold

spatial resampling for more robust cross validation in spatial studies

439 21 1
thibaultanani
tide-feature-selection

Feature selection for real ML pipelines: filters, wrappers, and metaheuristics with cross-validation, reproducibility, and bundled benchmarks.

385 0 0
burning-cost
insurance-cv

Temporal cross-validation for insurance pricing - respects policy time structure, CatBoost, Polars

378 0 0
msmbuilder
osprey

🦅Hyperparameter optimization for machine learning pipelines 🦅

308 73 24
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