syedmamir / Geological-Log-Data-Machine-Learning-with-PythonLinks
A geological log data from a well in Kansas, USA is analyzed using Machine Learning (M.L.) techniques in Python. The data is overviewed, cleaned and analyzed for important patterns and relationships with which we found relationships of logs with each other and correlation of types of formations with the logs. Using this, we can eliminate the use…
☆14Updated 7 years ago
Alternatives and similar repositories for Geological-Log-Data-Machine-Learning-with-Python
Users that are interested in Geological-Log-Data-Machine-Learning-with-Python are comparing it to the libraries listed below
Sorting:
- A python package with useful functions for well log interpretation.☆73Updated 3 years ago
- Predict Petrophysical Rock Types (PRT) using KNN☆11Updated 3 years ago
- A collection of notebooks exploring ideas for the Force 2020 Lithology Classification Challenge.☆23Updated 5 years ago
- ☆56Updated 6 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆139Updated 3 years ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆36Updated 5 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆149Updated 6 years ago
- ☆32Updated 4 years ago
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆123Updated 4 years ago
- Web App to plot a LAS file in a Triple Combo Format☆15Updated 9 months ago
- Philliec459 / Jupyter-Notebooks_for-Characterization-of-a-New-Open-Source-Carbonate-Reservoir-Benchmarking-Case-StWe have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for…☆21Updated 2 years ago
- Python utility for formation evaluation and petrophysical analysis support☆42Updated last month
- We have used Mihai's PetroGG and modified the program to be used with our shaley-sand Gulf Coast data. In this version we are using Vshal…☆13Updated 5 years ago
- SPWLA PDDA’s 1st Petrophysical Data-Driven Analytics Contest -- Sonic Log Synthesis☆75Updated 4 years ago
- Repository for the 2021 Machine Learning workshop☆13Updated 4 years ago
- make you own Neutron, Density, Sonic crossplots☆10Updated 3 years ago
- A 1-day course introducing concepts in data science☆13Updated 5 months ago
- Exploring 118 wells of 1 MM+ rows and 29 columns of wireline petrophysical data using the Pandas library. Analysed & Visualised wirelin…☆13Updated 7 months ago
- Library of petrophysical calculations☆17Updated 5 years ago
- Shaley-Sand Log Analysis Tutorial using Waxman-Smits and Dual-Water☆12Updated 3 years ago
- Python for Geoscientist - Digital Geoscience Data Handling using Python☆22Updated 2 years ago
- Exploration of machine learning in geoscience use cases☆78Updated last year
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆37Updated 3 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 4 years ago
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal for…☆37Updated 3 months ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆15Updated 5 years ago
- Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reser…☆64Updated 6 months ago
- Philliec459 / Geolog-Project-Notebook-for-a-Clastic-Comprehensive-Interactive-Petrophysical-Analysis-WorkflowThis repository has all of the python code and methods for a Comprehensive interactive petrophysical analysis workflow using python’s Pan…☆12Updated 11 months ago
- Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python i…☆80Updated 2 years ago
- Philliec459 / NEW-Carbonate-Characterization-Workflow-Jupiter-Notebook-Modules-with-Clerke-Arab-D-Calibration-DataCarbonate Reservoir Characterization workflow using Clerke’s carbonate Arab D Rosetta Stone calibration data to provide for a full pore s…☆19Updated 3 years ago