EARTHQUAKE_PREDICTOR.GIT

❯ REPLACE-ME

Table of Contents

• Overview
• Features
• Project Structure
  • Project Index
• Getting Started
  • Prerequisites
  • Installation
  • Usage
  • Testing
• Project Roadmap
• Contributing
• License
• Acknowledgments

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Overview

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Features

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Project Structure

└── Earthquake_predictor.git/
    ├── README.md
    ├── Result
    │   ├── Finetune_ES_net_mixer_california
    │   ├── Pretrain_ES_net_mixer_california
    │   └── Scratch_ES_net_mixer_california
    ├── __pycache__
    │   └── inference_utils.cpython-39.pyc
    ├── data_preprocess_pipeline
    │   ├── __pycache__
    │   ├── pipeline.py
    │   ├── station_dict_all.pkl
    │   └── utils.py
    ├── dataset
    │   ├── __init__.py
    │   ├── __pycache__
    │   ├── dataset_test.ipynb
    │   └── dataset_utils.py
    ├── experiment
    │   ├── data_preprocess_ipynb
    │   └── data_preprocess_py
    ├── inference.ipynb
    ├── inference_utils.py
    ├── last.ckpt
    ├── loss
    │   ├── __init__.py
    │   ├── __pycache__
    │   ├── loss_test.ipynb
    │   └── loss_utils.py
    ├── model
    │   ├── ES_net.py
    │   ├── ES_net_mixer.py
    │   ├── Earthquake_net.ipynb
    │   ├── __init__.py
    │   └── __pycache__
    ├── model_params.json
    ├── reference_project
    │   └── timemixer.ipynb
    ├── task
    │   ├── finetune_es_net_mixer.sh
    │   ├── scratch_es_net_mixer.sh
    │   ├── train_es_net.sh
    │   └── train_es_net_mixer.sh
    └── train.py

Project Index

EARTHQUAKE_PREDICTOR.GIT/

__root__

inference.ipynb	❯ REPLACE-ME
model_params.json	❯ REPLACE-ME
inference_utils.py	❯ REPLACE-ME
last.ckpt	❯ REPLACE-ME
train.py	❯ REPLACE-ME

dataset

dataset_test.ipynb	❯ REPLACE-ME
dataset_utils.py	❯ REPLACE-ME

experiment

data_preprocess_py

usgs_data_area_save.py	❯ REPLACE-ME
down_earthquake_data.py	❯ REPLACE-ME
log_energy.py	❯ REPLACE-ME
get_aij.py	❯ REPLACE-ME
download_GNSS_data.py	❯ REPLACE-ME

data_preprocess_ipynb

earthquake_usgs.ipynb	❯ REPLACE-ME
data_preposs_gnss.ipynb	❯ REPLACE-ME
data_preposs_earthquake.ipynb	❯ REPLACE-ME
plot_GNSS.ipynb	❯ REPLACE-ME
dataset.ipynb	❯ REPLACE-ME

model

Earthquake_net.ipynb	❯ REPLACE-ME
ES_net_mixer.py	❯ REPLACE-ME
ES_net.py	❯ REPLACE-ME

reference_project

timemixer.ipynb

❯ REPLACE-ME

Result

Scratch_ES_net_mixer_california

logs

lightning_logs

version_0

events.out.tfevents.1732334234.a800.51804.0	❯ REPLACE-ME
hparams.yaml	❯ REPLACE-ME

checkpoints

Val-epoch=104-Aggregative_Score=0.00.ckpt	❯ REPLACE-ME
last.ckpt	❯ REPLACE-ME

Hyperparameters

model_params.json	❯ REPLACE-ME
scratch_es_net_mixer.sh	❯ REPLACE-ME

Finetune_ES_net_mixer_california

logs

lightning_logs

version_0

events.out.tfevents.1732353976.a800.69753.0	❯ REPLACE-ME
hparams.yaml	❯ REPLACE-ME

checkpoints

last.ckpt	❯ REPLACE-ME
Val-epoch=06-TPR=0.03.ckpt	❯ REPLACE-ME

Hyperparameters

model_params.json	❯ REPLACE-ME
finetune_es_net_mixer.sh	❯ REPLACE-ME

Pretrain_ES_net_mixer_california

logs

lightning_logs

version_0

hparams.yaml	❯ REPLACE-ME
events.out.tfevents.1732275008.a800.115371.0	❯ REPLACE-ME

checkpoints

last.ckpt	❯ REPLACE-ME
Val-epoch=25-Aggregative_Score=0.35.ckpt	❯ REPLACE-ME

Hyperparameters

model_params.json	❯ REPLACE-ME
train_es_net_mixer.sh	❯ REPLACE-ME

task

finetune_es_net_mixer.sh	❯ REPLACE-ME
train_es_net.sh	❯ REPLACE-ME
scratch_es_net_mixer.sh	❯ REPLACE-ME
train_es_net_mixer.sh	❯ REPLACE-ME

loss

loss_utils.py	❯ REPLACE-ME
loss_test.ipynb	❯ REPLACE-ME

data_preprocess_pipeline

utils.py	❯ REPLACE-ME
pipeline.py	❯ REPLACE-ME

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Getting Started

Prerequisites

Before getting started with Earthquake_predictor.git, ensure your runtime environment meets the following requirements:

• Programming Language: Python

Installation

Install Earthquake_predictor.git using one of the following methods:

Build from source:

1. Clone the Earthquake_predictor.git repository:

❯ git clone https://github.com/lhhhappy/Earthquake_predictor.git

2. Navigate to the project directory:

❯ cd Earthquake_predictor.git

3. Install the project dependencies:

echo 'INSERT-INSTALL-COMMAND-HERE'

Usage

Run Earthquake_predictor.git using the following command: echo 'INSERT-RUN-COMMAND-HERE'

Testing

Run the test suite using the following command: echo 'INSERT-TEST-COMMAND-HERE'

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Project Roadmap

• Task 1: Implement feature one.
• Task 2: Implement feature two.
• Task 3: Implement feature three.

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Contributing

• 💬 Join the Discussions: Share your insights, provide feedback, or ask questions.
• 🐛 Report Issues: Submit bugs found or log feature requests for the Earthquake_predictor.git project.
• 💡 Submit Pull Requests: Review open PRs, and submit your own PRs.

Contributing Guidelines

1. Fork the Repository: Start by forking the project repository to your github account.
2. Clone Locally: Clone the forked repository to your local machine using a git client.

   git clone https://github.com/lhhhappy/Earthquake_predictor.git

3. Create a New Branch: Always work on a new branch, giving it a descriptive name.

   git checkout -b new-feature-x

4. Make Your Changes: Develop and test your changes locally.
5. Commit Your Changes: Commit with a clear message describing your updates.

   git commit -m 'Implemented new feature x.'

6. Push to github: Push the changes to your forked repository.

   git push origin new-feature-x

7. Submit a Pull Request: Create a PR against the original project repository. Clearly describe the changes and their motivations.
8. Review: Once your PR is reviewed and approved, it will be merged into the main branch. Congratulations on your contribution!

Contributor Graph

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License

This project is protected under the SELECT-A-LICENSE License. For more details, refer to the LICENSE file.

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Acknowledgments

• List any resources, contributors, inspiration, etc. here.

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