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13 search results found

Processing and gridding spatial data, machine-learning style

Mineral Exploration Machine Learning ⭐ 112

List of resources for mineral exploration and machine learning, generally with useful code and examples.

2016 Ml Contest ⭐ 101

Machine learning contest - October 2016 TLE

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).

An unsupervised machine learning algorithm for the segmentation of spatial data sets.

A Benchmark for Seismic Velocity Inversion from Synthetics

Asi Pytorch ⭐ 14

Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories

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.

Eql Gradient Boosted ⭐ 11

Gradient-boosted equivalent sources method for interpolating very large gravity and magnetic datasets

machine learning research in water exploration

Microseismic Detection Ml ⭐ 8

Microseismic event detection on fiber-optic data using machine learning

Stochastic_seismic_waveform_inversion ⭐ 8

Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"

2017 Tle Hall ⭐ 5

Three data analytics party tricks, March 2017

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