kl4120's starred repositories

pyro

Deep universal probabilistic programming with Python and PyTorch

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denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Language:PythonLicense:MITStargazers:7510Issues:32Issues:279

awesome-normalizing-flows

Awesome resources on normalizing flows.

Language:PythonLicense:MITStargazers:1348Issues:43Issues:12

pytorch-normalizing-flows

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

Language:Jupyter NotebookStargazers:831Issues:26Issues:9

kymatio

Wavelet scattering transforms in Python with GPU acceleration

Language:PythonLicense:BSD-3-ClauseStargazers:740Issues:21Issues:416

normalizing-flows

PyTorch implementation of normalizing flow models

Language:PythonLicense:MITStargazers:639Issues:13Issues:39

Speech-enhancement

Deep learning for audio denoising

Language:PythonLicense:MITStargazers:615Issues:19Issues:20

torch-dct

DCT (discrete cosine transform) functions for pytorch

Language:PythonLicense:MITStargazers:538Issues:7Issues:21

findiff

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

Language:PythonLicense:MITStargazers:409Issues:10Issues:57

diffusion-posterior-sampling

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

zuko

Normalizing flows in PyTorch

Language:PythonLicense:MITStargazers:274Issues:13Issues:18

normalizing-flows

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

Language:PythonLicense:MITStargazers:269Issues:9Issues:7

deepinv

PyTorch library for solving imaging inverse problems using deep learning

Language:PythonLicense:BSD-3-ClauseStargazers:245Issues:9Issues:78

faultSeg

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

Language:Jupyter NotebookStargazers:206Issues:22Issues:20

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

Language:PythonLicense:MITStargazers:142Issues:5Issues:3

MDA_GAN

Complex seismic data reconstruction and interpolation

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:53Issues:2Issues:2

pyseistr

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

Language:CLicense:GPL-3.0Stargazers:45Issues:1Issues:0

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

Language:FortranLicense:GPL-3.0Stargazers:37Issues:5Issues:1

pinn_fwi

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

Language:Jupyter NotebookLicense:MITStargazers:32Issues:2Issues:1

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

Language:Jupyter NotebookLicense:MITStargazers:28Issues:0Issues:5

seistorch

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

VIP

Variational Full-waveform Inversion and Tomography

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seistr

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

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ImageGather.jl

Image gather tools

Language:JuliaLicense:MITStargazers:11Issues:4Issues:8

pysolate

Seismic Data Processing Tool using the Continuous Wavelet Transform

Language:PythonLicense:MITStargazers:7Issues:0Issues:0
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