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rivers2stratigraphy

educational activity for teaching how rivers become stratigraphy

rock-type-propagation

Propagate Rock Type using neural network

rock_class_xgboost

Rock facies classification with xgboost and physics-motivated feature augmentation

rock_facies_classification

Use CNN to classify rock facies

rppy

A rock physics library for Python

ruptures

ruptures: change point detection in Python

screening-eor-oil

Dissertation: Application of an Artificial Neural Network for the technical screening of EOR methods

seal-detect

Detecting seals! Data is private.

secondary_pore_network

seg3d

Seg3D is a free volume segmentation and processing tool developed by the NIH Center for Integrative Biomedical Computing at the University of Utah Scientific Computing and Imaging (SCI) Institute.

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

segpy-lite

A Python package for reading and writing SEG Y files.

segyio

Fast Python library for SEGY files.

segyio-notebooks

Notebooks with examples and demos of segyio

segysak

SEGY Swiss Army Knife for Seismic Data

seisdisplay3d

3D OpenGL Seismic Section Display

seismic-deeplearning

Deep Learning for Seismic Imaging and Interpretation

seismic_pysegydisplay

It is a toy for Segy traces display

seismicanomalies

Identify seismic anomalies with image training

seismicpro

Seismic data processing with ML and deep learning

seismicvelocityanalysis

Fit quadratic functions to seismic velocities for depth conversion with probabilities

seismiqb

Seismic data interpretation with deep learning

seisplot

Plots seismic, sorta

shale-oil-and-gas

This code is released for the development of TOC, S1 and S2 estimation based on conventional well logs

shaley-sand-log-analysis-tutorial-using-combined-nmr-and-conventional-logs

Shaley-Sand Log Analysis Tutorial using Waxman-Smits and Dual-Water

shap

A game theoretic approach to explain the output of any machine learning model.

shapedtw-experiments

signal-image-processing

Signal/Image processing techniques applied to subsurface data

sklearn-classification

Data Science Notebook on a Classification Task, using sklearn and Tensorflow.

spwla_2020_well_logging_ml_competition

Our submission for SPWLA 2020 ML Competition