alisiahkoohi Goto Github PK

alisiahkoohi.github.io

Ali Siahkoohi's Homepage

biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

bregmanlearning

Optimizing neural networks via an inverse scale space flow.

conv-scaling

Small experiments w/ PyTorch

csgm

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

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

ddim

Denoising Diffusion Implicit Models

deephpms

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

denoisingdiffusion.jl

A pure Julia implementation of denoising diffusion probabilistic models

devito

Code generation framework for automated finite difference computation

devito_basic

Basic Devito setup and example

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

extendedconv.jl

Julia implementation for extended convolutional layers

fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images

flux.jl

Relax! Flux is the ML library that doesn't make you tensor

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

gmm-torch

Gaussian mixture models in PyTorch.

gpulog

Example script for logging and displaying GPU utilization using nvidia-smi

hint

Code for the research paper "HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference".

invertible-deep-prior

invertible-deep-prior

invertiblenetworks.jl

A Julia framework for invertible neural networks

joli4flux.jl

Flux extensions for JOLI

judi.jl

kl-expansion

Karhunen-Loève expansion for approximation in functions spaces

langevin-dynamics

Sampling with gradient-based Markov Chain Monte Carlo approaches

mhe

Least-squares horizons with local slopes and multi-grid correlations

nn

numerical-tours

Numerical Tours of Signal Processing

odl

Operator Discretization Library https://odlgroup.github.io/odl/