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Drilling Activity Prediction: Oil and Gas operations are dramatically affected by supply, demand and several other factors that compromise the operational planning of resources. To overcome this ch…

Jupyter Notebook 7 4 Updated Sep 7, 2024

Oil Data Analytics

Jupyter Notebook 12 5 Updated Feb 3, 2021

Machine Learning to predict share prices in the Oil & Gas Industry

Jupyter Notebook 32 14 Updated Aug 21, 2017

Oil & Natural Gas prie prediction using ARIMA & Neural Networks

Jupyter Notebook 36 25 Updated Jul 9, 2017

Decline curve analysis for oil well production logs.

Python 62 31 Updated Jun 22, 2018

Deep learning tools for predicting oil well data

Python 91 52 Updated Sep 29, 2021

A simple dashboard to view commodities position data based on CFTC reports

Python 85 33 Updated Jul 6, 2022

Analysis of Eagle Ford Shale Assets using Python

Jupyter Notebook 4 4 Updated Feb 4, 2019

Oil and Gas Well Productivity Analysis

Julia 15 3 Updated Aug 22, 2019

The final project at university using machine learning and deep learning to predict oil and gas production

Jupyter Notebook 25 13 Updated Feb 6, 2023

Source Code for 'Machine Learning in the Oil and Gas Industry' by Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, and Luigi Saputelli

109 75 Updated Nov 3, 2020

This Python script uses webscraped Bakken data to generate automated exponential and hyperbolic decline curves for production forecasting for individual wells.

Python 39 20 Updated Jul 3, 2019