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uncertainty-deep-learning

understanding-umap

Understanding the theory behind UMAP

unifeat

An open-source tool for performing feature selection process in different areas of research

universal_differential_equations

Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML

unliteflownet-piv

Unsupervised learning of Particle Image Velocimetry. (ISC 2020)

unsflowtutorials

Tutorials and examples of unsteady flow simulation using UnsteadyFlowSolvers.jl

unsga3

unsteadyflowsolvers.jl

Solvers for problems involving unsteady fluid flow

unstr3d---cfd-solver

An unstrctured 3-D Euler equation solver ( tetrahedral cell type)

unsupervised-classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

unsupervised-ml-modelling-for-segmentation

Python Implementation of multiple unsupervised segmentation models and evaluating them through multiple evaluation metrics

unsupervised-semantic-segmentation

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

unsupervised-shape-distinction-detection

unsupervised_ranking

Enseble- and Distance-based Feature Ranking and Selection for Unsupervised Learning

unsupervisedlearningwithpython

Code for the Unsupervised Learning With Python

uqpinns

uqpinns-tf2.0

TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks (UQPINNs).

uqtk

Sandia Uncertainty Quantification Toolkit

uwot

An R package implementing the UMAP dimensionality reduction method.

varden

Variable-density incompressible Navier-Stokes code in F90

vera

videosegmentation

Models for representation learning to perform semantic video segmentation

vim-snippets

vim-snipmate default snippets (Previously snipmate-snippets)

vim_codex

This is a simple plugin for Vim that allows you to use OpenAI Codex.

vimrc

The ultimate Vim configuration (vimrc)

vita

CV in various formats

vki_researchwps

Open-source data of the VKI reserach on wall pressure spectra. This includes papers, experimental and numerical data and modeling approaches

vlp4d

Solving the 4D Vlasov-Poisson system. Parallelized with OpenACC or Kokkos.

voc-classification

Train and evaluate VOC 2007 / 2012 image classification models. We used this code to evaluate several feature learning algorithms.

volsim

VolSiM, a CNN-based metric to compute the similarity of 3D data from numerical simulations