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3dmpm

Learning 3D Mineral Prospectivity from 3D Geological Models Using Convolutional Neural Networks

70-years-of-machine-learning-in-geoscience-in-review

Code to recreate the tutorial and figures in the book chapter.

aeromagnetic_cnn

An automatic interpretation method for lineaments in aeromagnetic datasets using Convolution Neural Networks.

afib_classification

Atrial Fibrillation Classification via 1D-CNN and 2D-CNN

arcsdm

Spatial Data Modeler 5 for ArcGis Desktop and ArcGis Pro

assignments-data-driven-astronomy-from-university-of-sydney-on-coursera-

This repositorie contain all the assignment that i am completing during the lessons from course Data driven Astronomy that i am learning form university of sydney on coursera see here https://www.coursera.org/learn/data-driven-astronomy

awesome-geospatial

Long list of geospatial tools and resources

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

bayseg

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

classifying-signals-from-outer-space-seti

Classifying Signals from Outer space on the Dataset provided by Search For Extraterrestrial Intelligence (SETI) using Deep Learning

cnn-for-asi

Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation

cnn_eca_trainingdata_from_ert

Based on a statistical analysis of the inverted ERT models extracts 1D profiles of electrical resistivity and uses an upscaling approach to provide a signifcant number of training models usefuls for CNN based approaches for EMI inversion.

computational-geophysics

All geophysics method: gravity, magnetic, seismic, electrical, electromagnetic

course-v4

Pre-release of v4 of course.fast.ai

coursera-machine-learning-specialization

2022 Coursera Machine Learning Specialization Optional Labs and Programming Assignments

create-a-hdf5-data-set-for-deep-learning

create your own data set with python library h5py and a simple example for image recognition

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 175 universities.

data-driven-astronomy

Data-driven Astronomy Coursera course

datasciencecoursera

Exercises for the first on COURSERA

datasharing

The Leek group guide to data sharing

deep-learning-for-inverse-problems

This project hosts the code and datasets I used for Deep Learning course at Boston University. It aims to post-process the images the low quality images produced as a result of solving inverse problems in imaging (particularly Computed Tomography) and produce high-quality images.

deeplearning.ai-gans-specialization

A Generative Adversarial Networks (GANs) Specialization made by deeplearning.ai on Coursera

deepworks

A collection of Deep Learning projects and resources

densenet-1d-2d-tensorflow-keras

Models Supported: DenseNet121, DenseNet161, DenseNet169, DenseNet201 and DenseNet264 (1D and 2D version with DEMO for Classification and Regression)

dlai-2019

Deep Learning for Artificial Intelligence, MSc course @ UPC TelecomBCN (3rd edition)

doris

Delft object-oriented radar interferometric software

earthquakeprediction

em-notebooks

a collection of jupyter notebooks that use SimPEG.EM

eql-gradient-boosted

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