Flava's repositories
PetroGG-Modified-for-Shaly-Sand-Interpretation
We have used Mihai's PetroGG and modified the program to be used with our shaley-sand Gulf Coast data. In this version we are using Vshale and not Vclay, and we have added Waxman-Smits and Dual-Water saturation models appropriate for these data.
Geospatial_Python_CourseV1
This is an collection of blog posts turned into a course format
Well-Log-Visualization-and-Interpretation
Basic oil and gas well logs visualization and interpretation
MalenoV
Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks
Litho-Classification
Handle classification within volcanic formation using supervised learning.
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Gravity-Modelling
Forward modelling to see reponses of gravity data
facies_net
Software for detection of given facies
PSPNet
Pyramid Scene Parsing Network, CVPR2017.
Geophysics2018_structure_label_prediction
Codes for the paper: Y. Alaudah, M. Alfarraj, and G. AlRegib, "Structure Label Prediction Using Similarity-Based Retrieval and Weakly-Supervised Label Mapping," in Geophysics, 2018.
AutomatedWellLogCorrelation
Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch
jupyter-guide
Guide for Reproducible Research and Data Science in Jupyter Notebooks
Python
All Algorithms implemented in Python
TCN
The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Seismic Data using Temporal Convolutional Network", in SEG Technical Program Expanded Abstracts, 2019.
Satellite-Image-Building-Segmentation
Building Segmentation from Fused Satellite and Aerial Imagery Datasets using U-Net in FastAI
Sentinel-5P
Sentinel5P_Python
geocomp-public
Geocomputing class material
Geospatial_Course_Example
This is an example of part of the intermediate Geospatial Python Course
PetroPy
A petrophysics python package for geoscience python computing of conventional and unconventional formation evaluation. Reads las files and creates a pandas dataframe of the log data. Includes a basic petrophysical workflow and a simple log viewer based on XML templates.
seisplot
Plots seismic, sorta
Reservoir-History-Matching-code-in-Python
Python script that conducts Reservoir History matching using the ES-MDA method
satellite-image-classification-r
Exercise with pixel based supervised classification of Sentinel-2 multispectral images in R. Comparing Random Forests, SVM and Neural Networks.
Julia_Geospatial
Examples for a blog series on Geospatial Julia using ArchGDAL
SEG2017-weakly-supervised-labeling
Code for the following paper: Y. Alaudah and G. AlRegib, “A weakly-supervised approach to seismic structure labeling,” 87th Annual SEG Meeting, Houston, Texas, 2017.
notebooks
IPython Notebooks
jeepr
GPR utilities
ML_well_log
The code describes how unsupervised ML can be applied to well log data for efficient clustering. A part of the well log data is provided.
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
geocomp-1day
Geocomputing notebooks for 1 day course
seismobit
A real-time seismograph animation using a micro:bit