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h2oai
h2o

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

250K 7K 2K
erdogant
pca

pca: A Python Package for Principal Component Analysis.

64K 342 51
casperdcl
ellama

Embeddings interface for Ollama

3K 0 0
xarray-contrib
xeofs

Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis

3K 135 23
tingiskhan
rustypca

Probabilistic PCA with missing value support using Rust and PyO3

2K 0 0
polyactis
palos

A repo that contains miscellaneous Python/C++ modules/programs, a standalone Python module 'palos' by the yfish group (can be installed by pip).

2K 0 0
vortex-exoplanet
vip-hci

VIP is a python package/library for angular, reference star and spectral differential imaging for exoplanet/disk detection through high-contrast imaging.

2K 78 63
h2oai
h2o-client

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

2K 7K 2K
StarlangSoftware
nlptoolkit-classification

Machine learning library for classification tasks

2K 13 9
yuriok
qgrain

An open-source and easy-to-use software for the comprehensive analysis of grain-size distributions

2K 26 8
valentingol
torch-pca

Principal Component Anlaysis (PCA) in PyTorch.

2K 39 7
Sm00thix
cvmatrix

Computation of training set (X^T * W * X) and (X^T * W * Y) or (X^T * X) and (X^T * Y) in a cross-validation setting using the fast algorithms by Engstrøm and Jensen (2025).

1K 21 2
h2oai
h2o-mlflow-flavor

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

1K 7K 2K
lucas-diedrich
bpca

Bayesian Principal Component Analysis in Python

1K 1 0
FindHotel
ppca-rs

Python+Rust implementation of the Probabilistic Principal Component Analysis model

941 36 2
netascode
nexus-pcv

A CLI tool to perform a pre-change validation on Nexus Dashboard Insights.

900 2 2
brdav
ppca-py

[ppca-cpp] Probabilistic PCA (PPCA) with missing-data support — fast C++ core, clean Python API.

852 5 1
34j
sklearn-utilities

Utilities for scikit-learn. Append prediction to x, append prediction to x single, append x prediction to x, compose var estimator, data frame wrapper, drop by noise prediction, drop missing rows y, dummy regressor var, estimator wrapper base, excluded column transformer pandas, feature union pandas, id transformer, included column transformer pand

779 3 1
StarlangSoftware
nlptoolkit-classification-cy

Machine learning library for classification tasks

754 0 0
Gscorreia89
pychemometrics

pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets

590 40 15
msmbuilder
msmbuilder

:building_construction: Statistical models for biomolecular dynamics :building_construction:

588 166 93
petrobras
bibmon

Python package that provides predictive models for fault detection, soft sensing, and process condition monitoring.

522 100 52
wecarsoniv
augmented-pca

Repository for the AugmentedPCA Python package.

480 13 0
nicrie
xmca

Maximum Covariance Analysis in Python

457 57 14
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