kl4120

pyro

Deep universal probabilistic programming with Python and PyTorch

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

guided-diffusion

awesome-normalizing-flows

Awesome resources on normalizing flows.

pytorch-normalizing-flows

Normalizing flows in PyTorch. Current intended use is education not production.

kymatio

Wavelet scattering transforms in Python with GPU acceleration

normalizing-flows

PyTorch implementation of normalizing flow models

Speech-enhancement

Deep learning for audio denoising

torch-dct

DCT (discrete cosine transform) functions for pytorch

findiff

Python package for numerical derivatives and partial differential equations in any number of dimensions.

diffusion-posterior-sampling

Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

zuko

Normalizing flows in PyTorch

normalizing-flows

Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.

deepinv

PyTorch library for solving imaging inverse problems using deep learning

faultSeg

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

Audio-Denoising

Noise removal/ reducer from the audio file in python. De-noising is done using Wavelets and thresholding is done by VISU Shrink thresholding technique

MDA_GAN

Complex seismic data reconstruction and interpolation

pyseistr

Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.

DDS

Official PyTorch implementation for Decomposed Diffusion Sampling (DDS), presented in the paper "Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems" (https://arxiv.org/abs/2303.05754).

MCTomo

2D and 3D Monte Carlo seismic tomography

pinn_fwi

PGNN-FWI: performing physics-guided neural network for FWI

scatnet_learn

Repo containing code to do the learnable scatternet/invariant convolutional layer

FWIGAN

This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed generative adversarial network

NormalizingFlows.jl

seistorch

A pytorch-based package for seismic invesrion with automatic differentiation.

VIP

Variational Full-waveform Inversion and Tomography

seistr

Open-source Matlab package for 2D/3D local slope estimation and structural filtering

ImageGather.jl

Image gather tools

pysolate

Seismic Data Processing Tool using the Continuous Wavelet Transform

lute