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Machine learning methods for estimating greenhouse gas baselines

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ml-baselines

A machine learning library for the estimation of greenhouse gas baseline timeseries from high-frequency observations.

Setup

Some configuration parameters are required to run this code. These are stored in an untracked file ml_baselines/config.json. To create a template of this file, run:

python ml_baselines/config.py

Input the data_path and other parameters in the relevant fields.

Developer notes

To install an editable version of this package in your environment, go to the root directory of this repo and type:

pip install --no-build-isolation --no-deps -e .

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Machine learning methods for estimating greenhouse gas baselines

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