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alisiahkoohi.github.io Public
Ali Siahkoohi's Homepage
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groundwater Public
Groundwater flow equation: Finite-difference forward, adjoint, and gradient operators with PyTorch wrapper
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XConv Public
Forked from slimgroup/XConvMemory efficient convolution networks
Python MIT License UpdatedApr 11, 2025 -
csgm Public
Code to reproduce the results in "Conditional score-based diffusion models for Bayesian inference in infinite dimensions", NeurIPS 2023
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torchhyper Public
torchhyper: A PyTorch library for modular hypernetworks
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fvae Public
Code to partially reproduce results in "Martian time-series unraveled: A multi-scale nested approach with factorial variational autoencoders"
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h5utils Public
h5utils: Some basic tools for interfacing with h5py
Python MIT License UpdatedJul 19, 2024 -
BigGAN-PyTorch Public
Forked from ajbrock/BigGAN-PyTorchThe author's officially unofficial PyTorch BigGAN implementation.
Python MIT License UpdatedMay 7, 2024 -
ddim Public
Forked from ermongroup/ddimDenoising Diffusion Implicit Models
Python MIT License UpdatedMay 7, 2024 -
stylegan3 Public
Forked from NVlabs/stylegan3Official PyTorch implementation of StyleGAN3
Python Other UpdatedMay 6, 2024 -
Langevin-dynamics Public
Sampling with gradient-based Markov Chain Monte Carlo approaches
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srcsep Public
Code to partially reproduce results in "Unearthing InSights into Mars: Unsupervised source separation with limited data", ICML 2023
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devito Public
Forked from devitocodes/devitoCode generation framework for automated finite difference computation
Python MIT License UpdatedMar 2, 2023 -
kl-expansion Public
Karhunen-Loève expansion for approximation in functions spaces
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tiny-diffusion Public
Forked from tanelp/tiny-diffusionA minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.
Python UpdatedFeb 13, 2023 -
gmm-torch Public
Forked from ldeecke/gmm-torchGaussian mixture models in PyTorch.
Python MIT License UpdatedJan 14, 2023 -
gpulog Public
Forked from eryl/gpulogExample script for logging and displaying GPU utilization using nvidia-smi
Python UpdatedDec 8, 2022 -
scattering_covariance Public
Forked from RudyMorel/scattering_spectraThe code of Scattering Covariance used for the analysis and generation of time-series
Python MIT License UpdatedNov 23, 2022 -
DenoisingDiffusion.jl Public
A pure Julia implementation of denoising diffusion probabilistic models
Julia UpdatedNov 17, 2022 -
BregmanLearning Public
Forked from TimRoith/BregmanLearningOptimizing neural networks via an inverse scale space flow.
Jupyter Notebook MIT License UpdatedOct 26, 2022 -
rosenbrock Public
Rosenbrock distribution, includeding unnormalized density and analytic sampler
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InvertibleNetworks.jl Public
Forked from slimgroup/InvertibleNetworks.jlA Julia framework for invertible neural networks
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ExtendedConv.jl Public
Forked from slimgroup/ExtendedConv.jlJulia implementation for extended convolutional layers
Julia MIT License UpdatedApr 5, 2021 -
fastMRI Public
Forked from facebookresearch/fastMRIA large-scale dataset of both raw MRI measurements and clinical MRI images
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fourier_neural_operator Public
Forked from neuraloperator/neuraloperatorUse Fourier transform to learn operators in differential equations.
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