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Mineral Exploration Machine Learning ⭐ 112

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

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).

A Benchmark for Seismic Velocity Inversion from Synthetics

Electrical resistivity imaging based on deep learning

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.

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