skipper6931's Projects
A starter template for Equinor data science / data engineering projects
(http://ceur-ws.org/Vol-2611/paper2.pdf) Open-domain Event Extraction and Embedding for Natural Gas Market Prediction
Material for KAUST and Iraya's virtual summer school on Utilising unstructured data in geoscience.
In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction
Source Code for 'Machine Learning in the Oil and Gas Industry' by Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, and Luigi Saputelli
Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi
KAPSARC OpenData has energy critical datasets for sixteen themes namely Crude Oil & Refined Products, Natural Gas, Coal, Renewable & Alternative Fuels Nuclear, Oil & Gas, Electricity, Coal, Nuclear, Transportation, Industry, Residential, Agriculture Electricity, Environment, Economy, Demography, Trade, Water and Policies.
Vortexa DataScience SDK
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Config files for my GitHub profile.
Notebooks and sample data for geothermal well test analysis tutorial given during the Software Underground 2021 unconference
Volve field data