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/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.
clemrissa/awesome-python-data-science
Probably the best curated list of data science software in Python.
clemrissa/Carbonates-Estimate-Petrophysical-Rock-Types-PRT-from-normalized-core-data-using-KNN
Predict Petrophysical Rock Types (PRT) using KNN
clemrissa/ChartBook-Neutron-Density-Porosity-Estimations-using-KNN
Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN
clemrissa/CNN-for-ASI
Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation
clemrissa/Combined_NMR_Conventional_Logs-Shaley-Sand-Analysis-using-PetroGG
Mihai's PetroGG modified to be used with our shaly-sand Gulf Coast NMR data.
clemrissa/course-nlp
A Code-First Introduction to NLP course
clemrissa/course-v3
The 3rd edition of course.fast.ai
clemrissa/deeplogs
Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.
clemrissa/DL_Notebooks
This repo contains all the notebooks mentioned in blog.
clemrissa/Estimate-Core-Permeability-from-NMR-data-using-either-Map-Inversion-or-kNN
Estimate Core-based Permeability from NMR well log data
clemrissa/Estimation-of-acoustic-impedance-from-seismic-data-using-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.
clemrissa/facies_classification
clemrissa/facies_classification_benchmark
The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).
clemrissa/fatiando
Python toolkit for modeling and inversion in geophysics. DEPRECATED in favor of our newer libraries (see www.fatiando.org)
clemrissa/geocomputing
The public geocomputing class for beginners
clemrissa/geophysical_notes
Collection of geophysical notes in the form of IPython/Jupyter notebooks.
clemrissa/homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
clemrissa/petroflow
Well data processing and interpretation with ML and deep learning
clemrissa/Python-Remote-Sensing-Scripts
Python 3.X scripts for remote sensing processing
clemrissa/QGeoloGIS
Migrated to: https://gitlab.com/Oslandia/qgis/QGeoloGIS
clemrissa/reservoir-characterization-ann
This R Notebook project illustrates how Artificial Neural Network can be applied to Reservoir Characterization dataset. It illustrates the relationship between a dependent variable and several independent variables using ANN.
clemrissa/seismic-deeplearning
Deep Learning for Seismic Imaging and Interpretation
clemrissa/seismic-facies-identification-starter-kit
More details about the competition: https://www.aicrowd.com/challenges/seismic-facies-identification-challenge
clemrissa/semseg
Semantic Segmentation in Pytorch
clemrissa/Simple-Neural-Network-to-Estimate-Carbonate-Rock-Types
We have developed a simple, 1 layer neural network to estimate Rock Types
clemrissa/synthetic_well-log_polynomial_regression
This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured Gamma Ray (GR), Caliper, Resistivity logs and the interpreted porosity from a well.
clemrissa/transform-2020-tutorial
Tutorial stuff for TRANSFORM 2020
clemrissa/vector_geospatial
Python code on vector Geospatial work
clemrissa/Well_log_Prediction
Prediction of Equinor Volve well logs Data