Pinned Repositories
AI_prediction_with_Temporal_Convolutional_Network
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.
Altair-used-to-Select-Samples-from-Poro-Perm-Cross-Plot-to-Display-the-respective-Pc-Curves
We are using Altair to Select Samples from a Poro-Perm Cross Plot and the respective Pc Curves or other data are then shown for the selected samples
AutomatedWellLogCorrelation
Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch
AVO_app
Geophysical analysis app for Android; AppInventor project
awesome-earthobservation-code
A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
awesome-python-data-science
Probably the best curated list of data science software in Python.
Basic-Well-Log-Interpretation
Basic Well Log Interpretation with python, pandas, matplotlib
beginners_sat_openCV
Beginners guide to interactive manipulation of satellite data with open cv
berkeley-stat-157
Homepage for STAT 157 at UC Berkeley
Reservoir-History-Matching-code-in-Python
Python script that conducts Reservoir History matching using the ES-MDA method
clemrissa's Repositories
clemrissa/Reservoir-History-Matching-code-in-Python
Python script that conducts Reservoir History matching using the ES-MDA method
clemrissa/AutomatedWellLogCorrelation
Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch
clemrissa/facies_net
Software for detection of given facies
clemrissa/geocomp-1day
Geocomputing notebooks for 1 day course
clemrissa/geocomp-public
Geocomputing class material
clemrissa/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.
clemrissa/Geospatial_Course_Example
This is an example of part of the intermediate Geospatial Python Course
clemrissa/Geospatial_Python_CourseV1
This is an collection of blog posts turned into a course format
clemrissa/Gravity-Modelling
Forward modelling to see reponses of gravity data
clemrissa/jeepr
GPR utilities
clemrissa/Julia_Geospatial
Examples for a blog series on Geospatial Julia using ArchGDAL
clemrissa/jupyter-guide
Guide for Reproducible Research and Data Science in Jupyter Notebooks
clemrissa/Litho-Classification
Handle classification within volcanic formation using supervised learning.
clemrissa/MalenoV
Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks
clemrissa/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.
clemrissa/notebooks
IPython Notebooks
clemrissa/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
clemrissa/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.
clemrissa/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.
clemrissa/PSPNet
Pyramid Scene Parsing Network, CVPR2017.
clemrissa/Python
All Algorithms implemented in Python
clemrissa/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
clemrissa/Satellite-Image-Building-Segmentation
Building Segmentation from Fused Satellite and Aerial Imagery Datasets using U-Net in FastAI
clemrissa/satellite-image-classification-r
Exercise with pixel based supervised classification of Sentinel-2 multispectral images in R. Comparing Random Forests, SVM and Neural Networks.
clemrissa/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.
clemrissa/seismobit
A real-time seismograph animation using a micro:bit
clemrissa/seisplot
Plots seismic, sorta
clemrissa/Sentinel-5P
Sentinel5P_Python
clemrissa/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.
clemrissa/Well-Log-Visualization-and-Interpretation
Basic oil and gas well logs visualization and interpretation