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Generalized Neural Networks for Real-Time Earthquake Early Warning and Monitoring
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Slab2.0 is a three-dimensional compilation of global subduction geometries, separated into regional models for each major subduction zone.
An official read-only mirror of https://git.pyrocko.org/pyrocko/pyrocko. A seismology toolkit for Python.
Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data
Internet of Things Integration Example => Apache Kafka + Kafka Connect + MQTT Connector + Sensor Data
PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method
calibrate ETAS, simulate using ETAS, estimate completeness magnitude & magnitude frequency distribution
Python class for reading and writing NLLoc grid files.
OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023
[ICLR 2023] SeaFormer: Squeeze-enhanced Axial Transformer for Mobile Semantic Segmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
A Powerful and All-in-One MQTT 5.0 client toolbox for Desktop, CLI and WebSocket.
Complete framework for earthquake detection and location: Backprojection and matched-filtering (BPMF), with methods for automatic picking, relocation and efficient waveform stacking.
PyOcto: A high-throughput seismic phase associator
Neural network visualization toolkit for tf.keras
GaMMA: Earthquake Phase Association using a Bayesian Gaussian Mixture Model
A differentiable PDE solving framework for machine learning
Travel-time calculator based on the fast-marching method solution to the Eikonal equation.
A python package for 3D fast-marching-based traveltime calculation and its applications in seismology
A Graph Neural Network (GNN) based earthquake phase associator and spatio-temporal source localization model.
DiTingMotion: a deep-learning first-motion-polarity classifier and its application to focal mechanism inversion