Flava's repositories
course-v3
The 3rd edition of course.fast.ai
Python-Remote-Sensing-Scripts
Python 3.X scripts for remote sensing processing
seismic-facies-identification-starter-kit
More details about the competition: https://www.aicrowd.com/challenges/seismic-facies-identification-challenge
course-nlp
A Code-First Introduction to NLP course
fatiando
Python toolkit for modeling and inversion in geophysics. DEPRECATED in favor of our newer libraries (see www.fatiando.org)
geophysical_notes
Collection of geophysical notes in the form of IPython/Jupyter notebooks.
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.
petroflow
Well data processing and interpretation with ML and deep learning
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
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.
seismic-deeplearning
Deep Learning for Seismic Imaging and Interpretation
deeplogs
Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.
Well_log_Prediction
Prediction of Equinor Volve well logs Data
geocomputing
The public geocomputing class for beginners
vector_geospatial
Python code on vector Geospatial work
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).
Simple-Neural-Network-to-Estimate-Carbonate-Rock-Types
We have developed a simple, 1 layer neural network to estimate Rock Types
awesome-python-data-science
Probably the best curated list of data science software in Python.
CNN-for-ASI
Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation
transform-2020-tutorial
Tutorial stuff for TRANSFORM 2020
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.
semseg
Semantic Segmentation in Pytorch
Carbonates-Estimate-Petrophysical-Rock-Types-PRT-from-normalized-core-data-using-KNN
Predict Petrophysical Rock Types (PRT) using KNN
Estimate-Core-Permeability-from-NMR-data-using-either-Map-Inversion-or-kNN
Estimate Core-based Permeability from NMR well log data
Combined_NMR_Conventional_Logs-Shaley-Sand-Analysis-using-PetroGG
Mihai's PetroGG modified to be used with our shaly-sand Gulf Coast NMR data.
QGeoloGIS
Migrated to: https://gitlab.com/Oslandia/qgis/QGeoloGIS
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.
DL_Notebooks
This repo contains all the notebooks mentioned in blog.
ChartBook-Neutron-Density-Porosity-Estimations-using-KNN
Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN