Pavel_Plotnitskii's starred repositories
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
Theory-of-seismic-waves-II
Course material for the lecture "Theory of seismic waves II" (SS 2018) @ CAU Kiel
WaveProp_in_MATLAB
Single-file implementations of 2D and 3D acoustic and elastic wave propagation in time domain using finite-differences(FDTD). Simple formulation and implementation
pyproximal
PyProximal – Proximal Operators and Algorithms in Python
energy-sdk
GPU Accelerated Building Blocks integrating HPC+AI for Energy Customers
Deep-Learning-predicting-breast-cancer-tumor-malignancy
Predicting Cancer Malignancy with a 2 layer neural network coded from scratch in Python.
KAUST-Iraya_SummerSchool2021
Material for KAUST and Iraya's virtual summer school on Utilising unstructured data in geoscience.
PETSc_FDTD_3D_acoustic_wave_propagation
3D acoustic wave propagation in homogeneous isotropic media using PETSc and Krylov space method
pytorch-tutorials
Tutorial materials for GPU accelerated PyTorch
openseismic
Open Seismic is an open-source toolbox for conducting inference on seismic data. We use OpenVINO while inference.
WaveProp_in_MATLAB
Single-file codes in MATLAB for acoustic and elastic wave propagation in time domain using finite-differences(FDTD). As simple formulation and implementation as possible.
DENISE-Black-Edition
2D time-domain isotropic (visco)elastic FD modeling and full waveform inversion (FWI) code for P/SV-waves
teaching-computational-geophysics
Additional material for computational geophysics course
FusionNet-Pytorch
FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics
numerical_linear_algebra_notebooks
IPython notebooks with supplementary material to accompany the textbook by Trefethen & Bau.
pyproximal
PyProximal – Proximal Operators and Algorithms in Python
SeismicPro
Seismic data processing with ML and deep learning