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2014_advancedseismologyseminar

2016-advanced-computational-seismology

Course material for the Seminar on Advanced Methods Winter Term 2016

acc

Auto-Correlogram Calculation in seismology

amazon-a2i-sample-task-uis

Over 60 example task UIs for Amazon Augmented AI (A2I)

aswms-ani

Matlab version of GSDF method that includes azimuthal anisotropy and attenuation

atacr

Automated Tilt and Compliance Removal (for ocean bottom seismometers)

auto_tanaylsis_gui

Automatic Surface Wave Two-station Dispersion Analysis (Matlab GUI)

awesome-earth-artificial-intelligence

A curated list of Earth Science's Artificial Intelligence (AI) tutorials, notebooks, software, datasets, courses, books, video lectures and papers. Contributions most welcome.

aws-data-wrangler

Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

bayhunter

McMC transdimensional Bayesian inversion of surface wave dispersion and receiver functions

bus-arrival-convlstm

Bus travel time and arrival prediction using ConvLSTM neural networks

cred

CRED: A deep residual network of convolutional and recurrent units for earthquake signal detection

deep-learning-containers

AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

deepdenoiser

deeplearningfortimeseriesforecasting

A tutorial demonstrating how to implement deep learning models for time series forecasting

denoising-btwavelet

This repository contains MATLAB scripts and sample seismic data for appying seismid denoising proposed in: "Hybrid Seismic Denoising Using Higher‐Order Statistics and Improved Wavelet Block Thresholding"

denoising-custom

Automatic Microseismic Denoising and Onset Detection using customized thresholding.

denoising-neighstft

Noise-level estimation using minima controlled recursive averaging approach and denoising using Stein's unbiased risk estimates in STFT domain.

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dispersion

calculation of surface wave dispersion curves

dispinversion

Surface Wave Dispersion Inversion Code

docs

TensorFlow documentation

drsaikirant88.github.io

dsurftomo

Direct inversion of surface dispersion data based on ray tracing

ebay-shipping-predictions

emotic

Code repo for the EMOTIC dataset

eqtransformer

EQTransformer, a python package for earthquake signal detection and phase picking using AI.

es_energy_transformer

Python Darts deep forecasting models

europanoise

Data and tools relevant to "The seismic noise environment of Europa"

evodcinv

Dispersion curve inversion using Evolutionary Algorithms