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Projects in Awesome Lists by alisiahkoohi

A curated list of projects in awesome lists by alisiahkoohi .

https://github.com/alisiahkoohi/langevin-dynamics

Sampling with gradient-based Markov Chain Monte Carlo approaches

Last synced: 19 Dec 2024

https://github.com/alisiahkoohi/csgm

Code to reproduce the results in "Conditional score-based diffusion models for Bayesian inference in infinite dimensions", NeurIPS 2023

bayesian-inference fourier-neural-operator score-based-generative-modeling uncertainty-quantification

Last synced: 17 Dec 2024

https://github.com/alisiahkoohi/rosenbrock

Rosenbrock distribution, includeding unnormalized density and analytic sampler

Last synced: 30 Oct 2024

https://github.com/alisiahkoohi/kl-expansion

Karhunen-Loève expansion for approximation in functions spaces

eigenfunctions karhunen-loeve stochastic-processes

Last synced: 17 Dec 2024

https://github.com/alisiahkoohi/invertible-deep-prior

invertible-deep-prior

Last synced: 17 Dec 2024

https://github.com/alisiahkoohi/srcsep

Code to partially reproduce results in "Unearthing InSights into Mars: Unsupervised source separation with limited data", ICML 2023

limited-data scattering-covariances scattering-networks source-separation unsupervised-learning wavelet

Last synced: 17 Dec 2024

https://github.com/alisiahkoohi/fvae

Code to partially reproduce results in "Martian time-series unraveled: A multi-scale nested approach with factorial variational autoencoders"

clustering multi-scale source-separation unsupervised-learning variational-autoencoders

Last synced: 07 Nov 2024

https://github.com/alisiahkoohi/conv-scaling

Small experiments w/ PyTorch

Last synced: 17 Dec 2024

https://github.com/alisiahkoohi/devito_basic

Basic Devito setup and example

Last synced: 17 Dec 2024

https://github.com/alisiahkoohi/groundwater

Groundwater flow equation: Finite-difference forward, adjoint, and gradient operators with PyTorch wrapper

automatic-differentiation darcy-flow finite-difference groundwater-flow inverse-problems pytorch

Last synced: 30 Nov 2024

https://github.com/alisiahkoohi/h5utils

h5utils: Some basic tools for interfacing with h5py

Last synced: 17 Dec 2024