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4 search results found

Scikit-learn compatible estimation of general graphical models

Protoseg ⭐ 166

CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View

Libcluster ⭐ 119

An extensible C++ library of Hierarchical Bayesian clustering algorithms, such as Bayesian Gaussian mixture models, variational Dirichlet processes, Gaussian latent Dirichlet allocation and more.

Statmorph ⭐ 38

Python code for calculating non-parametric morphological diagnostics of galaxy images.

Surpyval ⭐ 37

A Python package for survival analysis. The most flexible survival analysis package available. SurPyval can work with arbitrary combinations of observed, censored, and truncated data. SurPyval can also fit distributions with 'offsets' with ease, for example the three parameter Weibull distribution.

Jumpdiff ⭐ 30

JumpDiff: Non-parametric estimator for Jump-diffusion processes for Python

Localreg ⭐ 26

Multivariate Local Polynomial Regression and Radial Basis Function Regression

Code for the Nadaraya-Watson Head - an interpretable/explainable, nonparametric classification head which can be used with any neural network

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