Discover f0nzie/reservoir_datasets Open Source project

Nodal Analysis for Petroleum Production Engineering

101

rTorch.old

PyTorch bindings for R

rNodal

volve_eclipse_reservoir

Volve dataset. Reservoir model and simulation results

deep-seismic-fav-docs

zFactor

collection of my favorite bar plots found in the web or developed by me

tikz_bars

Evolution of data science, machine learning and artificial intelligence in Petroleum Engineering papers

evolution_data_science_petroleum_engineering

rEcl

R interface to Eclipse parser of binary files

Python

artificial_intelligence_diagrams

Schematics and diagrams that explain Artificial Intelligence

Data Science for Petroleum Engineering - Part 5: "Transforming Excel well raw data into datasets."

rTorch-examples-rsuite

Examples for rTorch

CSS

rNodal.oilwells

Proof of Concept for porting MRST to PyTorch

mrst-pytorch

test of rOpenserver package

rOpenserver

vlp-bottomhole-algorithm

Descending into the bottomhole. A Marching Algorithm for Vertical Lift Performance in Petroleum Engineering

yongks-python-rmarkdown-book

A Python book written in Rmarkdown. Author yongks

Data science activities on the Volve drilling dataset

volve-drilling

welltest_eda

Exploratory Data Analysis for production well tests

A book built with Rmarkdown but fully computed in Python

rmarkdown-python-plotnine

Volve dataset. Reservoir model. Analyze steps and field cumulatives from Eclipse PRT file

volve-reservoir-model-evolution

A reproducible platform to improve paper search and selection in OnePetro

petro.One

Minimal Book on matplotlib totally written in Rmarkdown

matplotlib-with-rmarkdown

Transcript of interview of Noam Chomsky by Lex Fridman

transcript_noam_chomsky_by_lex_fridman

statistical-rethinking

Docker container to reproduce bookdown by "Statistical Rethinking" by Salomon Kurrtz

Deep Learning of Seismic data with Convolutional Neural Networks

deep-seismic-cnn

dataviz-rsuite

Data Visualization book by Claus WIlke using rsuite

R for Data Science administered by rsuite. Frozen on 6-6-2019

rTorch

r4ds-rsuite

rMRST

R interface to Matlab Reservoir Simulation Toolbox

Collection of scripts that use dynamic creation of widgets

transcript_interview_stuart_russell_by_lex_fridman

shiny-dynamic

BestPracticesConstructionWellModels

Best practices for the construction of well models. Beamer presentation

A Generative Adversarial Networks (GAN) in rTorch for creating synthetic datasets

gan-rsuite

Web scrapping for papers on OnePetro website

onepetro_scrapping

transcript_interview_john_hopfield_by_lex_fridman

Book "Fundamentals of Data Visualization" by Claus Wilke". 2020

dataviz-wilke-2020

A minimal rTorch tutorial with bookdown

rtorch-minimal-book-rsuite

data science for petroleum production engineers

data_science_ptech

CSS

rtorch-minimal-book

RTorch Minimial Book with bookdown

GAN package to transition from PyTorch to rTorch

gan.rtorch

Python

r4ds-over-docker

Book r4ds with Dockerfile to build it with Docker

latex-nn

"Statistical Inference via Data Science in R" ebook by Chester Ismay and Albert Y. Kim

moderndive-book-rsuite

Demonstration on how to build a Shiny project using rsuite

transcript_interview_ian_goodfellow_by_lex_fridman

keras_and_shiny-tutorial

transcript_interview_peter_norvig_by_lex_fridman

petroleum.ml

Machine Learning applications in petroleum engineering

Ruby

read_petrel

Sclerotinia project that runs and builds with rsuite

sclerotinia_rsuite

machine_learning_compilation

A compilation of machine learning tips and best practices

Interpretable machine learning by Christopher Molnar

interpretable_ml-rsuite

(almost all) Deep Learning libraries for R

rstudio-deeplearning

binder-statistics_geosciences

Live Jupyter notebooks using MyBinder.org

Project envelope for zFactor pproject

zfactor-rsuite

Compilation of practical examples of machine learning algorithms using R

machine-learning-rsuite

converting the CHNOSZ package vignettes to rsuite

chnosz-rsuite

rEcl for reading binaries from Eclipse but with WinPython portable

rEclPyPortable

Python

fread-benchmarks-rsuite

data.table fread benchmark with rsuite

AnonymizingWellData

Example of anonymizing several columns in a well dataset

A bookdown ebook by Rob Hyndman

hyndman-bookdown-rsuite

artificial lift matrix selection tool

artificial_lift_matrix

vagrant-volve-navarro-BI64G20S2JP8201

Reproducible VM Volve field. Machine Learning, Data Science. Vagrant Virtual Machine with VirtualBox.

contains rTorch and tensorflow side by side

rTorch-rsuite

compilation of examples on diagrams, workflows

diagrams_compilation