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3dgan-release

3D Generative Adversarial Network

agents-tutorial

TF-Agents is a library for Reinforcement Learning in TensorFlow

ccs-inha-structure

this is for CURE research - subsurface structure generation which can provide framework to run geostatistics and running subsurface simulation

chokepressure_inha_compute

cnn_classifier_mps

CNN this time!

dcgan-completion.tensorflow

Image Completion with Deep Learning in TensorFlow

direct

Digital Reservoir Characterization Technology Consortium, UT Austin

discretized_fracture

Generating discretized rough fracture

drp_visualization_mini_course

enkf

Ensemble Kalman Filter with Matlab + Eclipse 100

esmda-quick-demo

This quick demo aims to illustrate the fundamentals of esmda through a simplified toy problem. By walking through this example, you'll gain a clear understanding of how esmda operates and its potential applications in more complex scenarios.

geomodeller.github.io

geostatsdemo

This is for generating 3D geomodels (SIS for facies, SGS for porosity or permeability) using GeostatsPy Package of Dr. Michael Pyrcz

geostatspy

Reimplementation of GSLIB, Spatial Data Analytics and Geostatistics in a Python package.

gs-4

Dr. Pyrcz's class, 4th update

gs_1

Geostatistics Team Project 1 - Loading and checking data

gs_2

Team Project #2 -Static Measures and Initial Uncertainty¶

inha_oilngas_engineering_demos

Demos for various oil and gas engineering problems including well logs interpretation, reserves evaluation, etc

julia2pytorch

Enables Zygote.jl differentiable functions to be differentiated with pytorch

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-io

Keras documentation, hosted live at keras.io

ksmer_geostatsdemo

Originally developed by Dr. Pyrcz. We modified some of his work to demonstrate SGS&SIS in python

machine-learning-competition-2023

The 3rd SPWLA ML competition

meanderpy

Simple model of meander migration

nn_classifier_mps

Honggeun and Javier's NN toy problem example

npy-matlab

Experimental code to read/write NumPy .NPY files in MATLAB

pystripe

An image processing package for removing streaks from SPIM images

pythonnumericaldemos

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

resqpy

Python API for working with RESQML models

sc-fegan

SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color