cross-validation topic

List cross-validation repositories

neuropredict

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Easy and comprehensive assessment of predictive power, with support for neuroimaging features

3D-UNet-PyTorch-Implementation

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The implementation of 3D-UNet using PyTorch

osprey

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🦅Hyperparameter optimization for machine learning pipelines 🦅

Pytorch-Utils

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Useful functions to work with PyTorch. At the moment, there is a function to work with cross validation and kernels visualization.

deepdyn

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pytorch implementation of paper https://www.frontiersin.org/articles/10.3389/fcomp.2020.00035/full

environmental-sound-classification

53
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Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.

All codes, both created and optimized for best results from the SuperDataScience Course

In-Depth-ML

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In depth machine learning resources

confound_prediction

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10
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Confound-isolating cross-validation approach to control for a confounding effect in a predictive model.