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awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

clustering-ensemble--eac

EAC method python implementation

cnn-based-velocity-picking-method

This repository replicates a method of velocity analysis, but we do not provide the dataset because it is classified.

demsionnality-reduction-on-ml

数据降维在非监督学习与监督学习中的表现

hardpicks-colin

Deep learning dataset and benchmark for first-break detection from hardrock seismic reflection data

hrawcnn

This repository replicates a method of velocity analysis, but we do not provide the dataset because it is classified. Cite: Ferreira R S, Oliveira D A B, Semin D G, et al. Automatic velocity analysis using a hybrid regression approach with convolutional neural networks[J]. IEEE Transactions on Geoscience and Remote Sensing, 2020, 59(5): 4464-4470.

mifn-velocity-picking

The code for paper “Automatic Velocity Analysis Using a Deep Learning Method based on Multi-Information Fusion Network”

prepare-dataset-for-fb-picking

We provide a code to prepare datasets of FB picking base h5 files or segy files.

synthetic-seismic-velocity-spectrum

This code is to generate the seismic supergather according to the assumed RMS velocity model. It also conclude the code for semblance spectrum computation.

temperature_scaling

A simple way to calibrate your neural network.

understandingbdl

velocity-picking-uel

The code for paper “Automatic Velocity Picking Using an Unsupervised Ensemble Learning”

weightuncertainty

PyTorch implementation of 'Weight Uncertainty in Neural Networks'