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requirements.txt
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requirements.txt
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# requirements.txt
# This file contains the list of Python dependencies required for the GreatLakes-TempSensors project.
# Install these packages using the following command:
# pip install -r requirements.txt
# Note that we are also using the following module on Great Lakes HPC at U-M:
# python3.10-anaconda/2023.03
# Main data handling and computation libraries
numpy>=1.20.2
pandas>=1.2.4
# Plotting library
matplotlib>=3.4.1
# Geographic plotting library
cartopy>=0.23.0
# Machine learning library
scikit-learn>=0.24.2
# TensorFlow is the deep learning framework used by DeepSensor
tensorflow>=2.16.1
tensorflow-io-gcs-filesystem>=0.37.0
tensorflow-probability>=0.24.0
# pyTorch is also an option for deep learning
#torch>=2.3.0
# Specific machine learning model for sensor placement
DeepSensor==0.3.6 # Latest version as of 3 May 2024