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开源软件名称(OpenSource Name):HerrMuellerluedenscheid/pinky开源软件地址(OpenSource Url):https://github.com/HerrMuellerluedenscheid/pinky开源编程语言(OpenSource Language):Python 100.0%开源软件介绍(OpenSource Introduction):PinkyPinky is a simple deep learning toolbox for earthquake localization and detection, for an example study have a look at our application of a CNN with 3 convolutional layers to a West Bohemia earthquake swarm. To get started, have a look at our small synthetic example generator in the 'example' subdirectory. Prereqs
You can use pip to install dependencies:
Note that this will install tensorflow without GPU support. Checkout the tensorflow documentation to install with GPU support InvocationYou need to provide pinky with a configuration file.
Check dataA good starting point to see if data is properly loaded an preprocessed is to have look at a couple of examples.
This will generate a figure with 9 panels show the first 9 preprocessed data labels and features from your dataset. TrainingTo start training:
You can dump your examples to TFRecordDatasets to accelerate io operations:
and use the newly created config file to run Invoke pinky with Citation
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2023-10-27
2022-08-15
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2022-09-23
2022-08-13
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