model-comparison topic

List model-comparison repositories

loo

147
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34
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loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

MARRMoT

107
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53
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Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models

jaxns

137
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9
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Probabilistic Programming and Nested sampling in JAX

BayesFlow

305
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45
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A Python library for amortized Bayesian workflows using generative neural networks.

kernel-mod

17
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3
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NeurIPS 2018. Linear-time model comparison tests.

Bayesian_model_comparison

34
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3
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Supporing code for the paper "Bayesian Model Selection, the Marginal Likelihood, and Generalization".

CNN-compression-performance

28
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10
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A python script that automatise the training of a CNN, compress it through tensorflow (or ristretto) plugin, and compares the performance of the two networks

octopus-ml

21
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5
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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.

RegscorePy

20
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4
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This is the repo for a python package that does model comparison between different regression models.