sbachkheti Goto Github PK

2018

Course materials for the 2018 version of the Geo-Python course at the University of Helsinki, Finland

4d-seismic-neural-inversion

Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion

bayesian-inference-to-segment-a-well-log

Segmenting a well log to generate electrofacies

beginners-data-workshop

PyCon US 2020 - Beginners Data Workshop for Minorities

bruges

Geophysics library with various helpful functions

carbonate-characterization-jupiter-notebook-workflow-modules-with-clerkes-arab-d-calibration-data

This repository uses Jupyter Notebooks to demonstrate a tried and proven workflow with the techniques as described by Phillips(1) et al. used in the characterization of most Arab D reservoirs in Saudi Arabia. Permeability, Petrophysical Rock Types (PRT), Capillary Pressure and modeled saturations are all estimated or calculated in this workflow in order to characterize this complex carbonate reservoirs, and Clerke’s(2) Arab D Rosetta Stone core analysis database is used as the calibration data.

cnnforfaultinterpretation

Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset

convnetquake

Convolutional Neural Network for Earthquake detection and location

energy-sdk

GPU Accelerated Building Blocks integrating HPC+AI for Energy Customers

geomechanicsonjupyter

This is a personal repository which contains my work on Jupyter Notebook

how-to-start-testing-with-nunit

Example of how to test with NUnit in .Net app with basic use cases

londonhack2019

Software Underground London Hackathon 2019

machine-learning

Practicing machine learning (from scratch) with Python 🐍

malenov

Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks

mayavi

3D visualization of scientific data in Python

mayavi-tutorial

Mayavi tutorial material

mech2seis

minimal

A Theme for GitHub Pages

mlgeoscience

Teaching material for ML in Geoscience course

mlworkshopseries

my_tutorials

Sketchbook for the miscellaneous codes I write

opendtect

4cce3e7a

petrelplugins

This repository contains Ocean for Petrel plugins developed during my PhD.

pgehackathon

Profile Readme

phasepapy

Python Seismic Phase Picker and Associator

porousmediagan

Reconstruction of three-dimensional porous media using generative adversarial neural networks

predict

python-geoprobe

A python module to read and write geoprobe format volumes, horizons, and faults

python-workshop

Python Workshop at Edinburgh Time-Lapse Group

pythonnumericaldemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.