Kristian D. T. Bautista's starred repositories
MultiResUNet
MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation
dask-labextension
JupyterLab extension for Dask
Probabilistic-Unet-Pytorch
A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch
Deep-Residual-Unet
ResUNet, a semantic segmentation model inspired by the deep residual learning and UNet. An architecture that take advantages from both(Residual and UNet) models.
Brain-Tumor-Segmentation
Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation
pytorch-minimize
Use scipy.optimize.minimize as a PyTorch Optimizer.
Deep_1D_velocity
Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach
pylops-mpi
MPI-powered PyLops with MPI4Py - GSOC2023 Project
bayestorch
Lightweight Bayesian deep learning library for fast prototyping based on PyTorch
active-learning-interpretation
Contains codes for our work on active learning on seismic interpretation.
tutorial-hands-on
A set of hands on tutorials to demonstrate the capabilities of Devito
Asteroid_Blog
My personal website built by Quarto.
interfacing_fortran_from_python
Training course -- Interfacing Fortran and Python: Using cffi, ctypes and cython
SEP_lectures
Inverse Problems with application mainly to processing seismic data
TemplateSymposiumSBGF
Latex Template for Brazilian Symposium of Geophysics