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The Top 13 Machine Learning Geophysics Open Source Projects

Open source projects categorized as Machine Learning Geophysics
Categories > Science > Geophysics
Categories > Machine Learning > Machine Learning
Verde ⭐ 533
Processing and gridding spatial data, machine-learning style
dependent packages 5total releases 16most recent commit 6 months agopypi verde} Downloads
Mineral Exploration Machine Learning ⭐ 112
List of resources for mineral exploration and machine learning, generally with useful code and examples.
most recent commit 3 months ago
2016 Ml Contest ⭐ 101
Machine learning contest - October 2016 TLE
most recent commit 7 years ago
Facies_classification_benchmark ⭐ 78
The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).
most recent commit 2 years ago
Bayseg ⭐ 35
An unsupervised machine learning algorithm for the segmentation of spatial data sets.
most recent commit 3 years ago
Snist ⭐ 26
A Benchmark for Seismic Velocity Inversion from Synthetics
most recent commit a year ago
Asi Pytorch ⭐ 14
Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories
most recent commit 5 years ago
Estimation Of Acoustic Impedance From Seismic Data Using Temporal Convolutional Network ⭐ 11
The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Seismic Data using Temporal Convolutional Network", in SEG Technical Program Expanded Abstracts, 2019.
most recent commit 2 years ago
Eql Gradient Boosted ⭐ 11
Gradient-boosted equivalent sources method for interpolating very large gravity and magnetic datasets
most recent commit 2 years ago
Watex ⭐ 9
machine learning research in water exploration
total releases 15most recent commit 3 months ago
Microseismic Detection Ml ⭐ 8
Microseismic event detection on fiber-optic data using machine learning
most recent commit a year ago
Stochastic_seismic_waveform_inversion ⭐ 8
Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"
most recent commit 4 years ago
2017 Tle Hall ⭐ 5
Three data analytics party tricks, March 2017
most recent commit 7 years ago
The 2 Latest Releases In Machine Learning Geophysics Open Source Projects
Watex ⭐ 9
machine learning research in water exploration
total releases 15latest release November 22, 2023most recent commit 3 months ago
Verde ⭐ 533
Processing and gridding spatial data, machine-learning style
dependent packages 5total releases 16latest release March 25, 2022most recent commit 6 months agopypi verde} Downloads
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