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@AI4EPS

AI4EPS

Artificial Intelligence (AI) for Earth and Planetary Science (EPS) at UC Berkeley
README.md

Welcome to AI4EPS: Artificial Intelligence (AI) for Earth and Planetary Science (EPS) at UC Berkeley

Global map of cities using AI4EPS open-source machine learning tools for earthquake monitoring and seismology

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  1. QuakeFlowQuakeFlowPublic

    QuakeFlow: A Scalable Deep-learning-based Earthquake Monitoring Workflow with Cloud Computing

    Jupyter Notebook 122 49

  2. PhaseNetPhaseNetPublic

    PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method

    Python 380 131

  3. GaMMAGaMMAPublic

    GaMMA: Earthquake Phase Association using a Bayesian Gaussian Mixture Model

    Jupyter Notebook 99 42

  4. ADLocADLocPublic

    Jupyter Notebook 4 5

  5. EQNetEQNetPublic

    Jupyter Notebook 56 19

  6. DAS_Seismology_WorkshopDAS_Seismology_WorkshopPublic

    Introduction to DAS for Seismology: From Data Acquisition to Analysis

    Jupyter Notebook 19 2

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