atwahsz Goto Github PK

academic-kickstart

applied-machine-learning-approach-to-predict-sonic-log-from-different-wire-line-logs

archpy

ArchPy - Stochastic geological modeling

atwahsz.github.io

autograd

Efficiently computes derivatives of numpy code.

automated-formation-evaluation

borehole-image-analysis-with-python

Recipes for analyzing data extracted from borehole image logs. Part of training provided by Cubic Earth.

chartbook-neutron-density-porosity-estimations-using-knn

Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN

core-dtw

corebreakout

Segmentation and depth-alignment of geological core sample image columns via Mask-RCNN

corepy

Python tools designed to integrate and visualize geological core data

credit-card-approval-prediction

darts-workshop

deepfield

Machine learning framework for reservoir simulation

disaster-response-pipeline

Udacity-DSND-PROJECT

dlisio_notebooks

Open source, public notebooks for working with DLISIO

flownet

FlowNet - Data-Driven Reservoir Predictions

force-2020-lithology

A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.

force-2020-machine-learning-competition_predict-lithology-eda

Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest

fractoolbox

Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reservoir geomechanics.

fully-connected-and-fully-implicit-3d-reservoir-simulator

fuzzylas

Fuzzy search for well log curves and tools

gan-rnn_timeseries-imputation

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

geep_models

geo3d

Geo3D (Geology 3D): Powerful and Accessible 3D Inversion

geodeck_webapp

GeoDeck is designed for geo data visualization based on the state-of-the-art software development technologies to be user-friendly and intuitive. It provides the possibility to put the complex science and the insights side-by-side into a single platform making subsurface intelligence accessible to all users and stakeholders.

geologicalcomplexity_smote

Tool for compute the geological complexity map (fractal dimension)

gppeval

Geothermal Power Potential

groningen

Reading the Groningen data

ibm-data-science-capstone-spacex

IBM Data-Science Capstone