GitHub - Sokunthaneth/mekong-flash-flood-prediction: pipeline to predict the Mekong flash floods using water level and LSTM machine learning

Sokunthaneth / mekong-flash-flood-prediction Public

pipeline to predict the Mekong flash floods using water level and LSTM machine learning

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
0-1-train-test-split-data		0-1-train-test-split-data
.gitignore		.gitignore
0-mekong-water-level-forecast-2024-flash-floods.csv		0-mekong-water-level-forecast-2024-flash-floods.csv
0-sampling-generator.py		0-sampling-generator.py
1-analysis-sampling.png		1-analysis-sampling.png
1-analysis.py		1-analysis.py
2-predict-model-training-result-10-epochs.png		2-predict-model-training-result-10-epochs.png
2-predict-model-training-result-20-epochs.png		2-predict-model-training-result-20-epochs.png
2-predict-model-training-result-5-epochs.png		2-predict-model-training-result-5-epochs.png
2-predict-model-training-result-50-epochs.png		2-predict-model-training-result-50-epochs.png
2-prediction-model-training-result-cases.txt		2-prediction-model-training-result-cases.txt
2-prediction-model.py		2-prediction-model.py
3-0-mekong-water-level-future-data.csv		3-0-mekong-water-level-future-data.csv
3-0-sampling-future-analysis.png		3-0-sampling-future-analysis.png
3-0-sampling-future-generator.py		3-0-sampling-future-generator.py
3-1-mekong-water-level-future-data-predicted.csv		3-1-mekong-water-level-future-data-predicted.csv
3-1-production-prediction.py		3-1-production-prediction.py
3-2-production-prediction-plotting.png		3-2-production-prediction-plotting.png
3-2-production-prediction-plotting.py		3-2-production-prediction-plotting.py
requirements.txt		requirements.txt