Kristian D. T. Bautista (kristiantorres)

kristiantorres

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Company:University of Alberta

Location:Edmonton, AB

Home Page:kristiantorres.github.io

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Kristian D. T. Bautista's starred repositories

chatgpt-google-extension

This project is deprecated. Check my new project ChatHub:

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memray

Memray is a memory profiler for Python

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pytorchviz

A small package to create visualizations of PyTorch execution graphs

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POT

POT : Python Optimal Transport

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awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.

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torchview

torchview: visualize pytorch models

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spectra

A header-only C++ library for large scale eigenvalue problems

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surgeon-pytorch

A library to inspect and extract intermediate layers of PyTorch models.

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ParallelStencil.jl

Package for writing high-level code for parallel high-performance stencil computations that can be deployed on both GPUs and CPUs

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MCG_diffusion

Official PyTorch implementation of the NeurIPS 2022 paper "Improving Diffusion Models for Inverse Problems using Manifold Constraints (https://arxiv.org/abs/2206.00941)"

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MethodOfLines.jl

Automatic Finite Difference PDE solving with Julia SciML

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conditional_score_diffusion

PyTorch implementation for Conditional Image Generation with Score-Based Diffusion Models

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spot

A linear-operator toolbox for Matlab

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EikoNet

Machine learning formulation for the Factored Eikonal Equation

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Auto-Encoder

Auto-encoder on torch - trying out the various AEs

probconserv

Datasets and code for results presented in the ProbConserv paper

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bootcamp

Bootcamp notebooks

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SimpleFWI

Simple Matlab code for testing optimization algorithms on seismic inverse problems.

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spyro

Wave propagators for seismic domains with application to full waveform inversion.

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NES

Neural Eikonal Solver: framework for modeling traveltimes via solving eikonal equation using neural networks

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dlseis_well_tie

Automated Well-Tie

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Langevin_GJI_2020

Bayesian seismic inversion: Fast sampling Langevin dynamics Markov chain Monte Carlo

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GCS-CAM

Derisking geological carbon storage from high-resolution time-lapse seismic to explainable leakage detection

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FullWaveformTomography

The codes for full-waveform tomography will be maintenance by UMass and URI seismology groups

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FWI

FWI teaching material including Jupyter Notebooks, and containers.

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Energy-HPC-2023

Content for the Devito training workshop at the RICE EnergyHPC 2023 conference.

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