Alfiesan

CNN-for-ASI

Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation

dlai-2019

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

idl-2020

Introduction to Deep Learning, BSc seminar @ UPC TelecomBCN (3rd edition)

geogan

Style-based GAN for geophysical fields

mlp-example

Code for a simple MLP (Multi-Layer Perceptron)

xview2_solution

2nd place solution for Xview2 challenge https://xview2.org/

Introduccion-a-Python

Temas muy básicos pero útiles

g2net_2nd_training_school_malta_mar_2020

CA17137 - A network for Gravitational Waves, Geophysics and Machine Learning - 2nd Training School

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

data-driven-astronomy

Data-driven Astronomy Coursera course

em-notebooks

a collection of jupyter notebooks that use SimPEG.EM

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

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

bayseg

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

kaggle.lanl

Kaggle submission: LANL Earthquake Prediction

FCNVMB-Deep-learning-based-seismic-velocity-model-building

Deep-learning inversion: A next-generation seismic velocity model building method

Quality_Prediction_ML

Predict the % of silica present in the iron core concentration given the manufacturing data of a flotation plant

MSDS696-Masters-Final-Project

Earthquake Prediction Challenge with LightGBM and XGBoost

LANL-EarthQuake-Prediction

Predicting time to failure given the labs data.

LANL-Earthquake-Prediction-1

Time series forecasting project for Kaggle competition

earthquakePrediction

Lanl-Earthquake-Prediction-Model

Kaggle Competition : LANL Earthquake Prediction

SAR-InterfPhaseFilter

Kaggle_challenges

Notebooks with solutions for Kaggle challenges

ML4SETI

Machine Learning for SETI

The-Field-Guide-to-Data-Science

This is meant to be a Data Science resource for capturing the latest technology, expertise, and evolving techniques in Data Science.

semantic_segmentation_satellite_image

This repository contains all the codes and data for semantic geologic segmentation of Landsat 8 images

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.