Apoorva Saxena's repositories
Data-Science--Cheat-Sheet
Cheat Sheets
automated_decline_curve_analysis_oil_and_gas_wells
This Python script uses webscraped Bakken data to generate automated exponential and hyperbolic decline curves for production forecasting for individual wells.
reservoir-engineering
Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)
automation
Automation with Python (Excel, scripts, etc)
Coursera_Intro_to_Data_Science_with_Python
Coursera course with University of Michigan, 11/2016
dash-sample-apps
Apps hosted in the Dash Gallery
formation-evaluation
Python utility for formation evaluation and petrophysical analysis support
Oil-Gas-Projects
This program performs a multivariate (2 variable - Flow Rate and Casing Pressure) time series forcasting using LSTM model. The LSTM model learns the dependncy of two variables in the sequence and makes future predictions
Project
This project aims to select the safest borough in Berlin based on the total crimes, explore the neighborhoods of that borough to find the 10 most common venues in each neighborhood and finally cluster the neighborhoods using k-mean clustering.
pyreservoir
Python utilities for reservoir engineering calculations
pyresim
Reservoir simulator in Python language
Python
IBM Data Science Professional Certificate on Coursera
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
pythonIgBot
This is the source code for the Python Instagram Bot Tutorial on Youtube by TheDLAcademy
remso
REMSO - REservoir Multiple Shooting Optimization / REduced Multiple Shooting Optimization
webull
Unofficial APIs for Webull.
well_decline_curve_analysis
Decline curve analysis for oil well production logs.