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of the [mamba](https://mamba.readthedocs.io/en/latest/index.html) package manager to speedup the process.\n\ninstall a mamba environment\n```\nconda create -c conda-forge --override-channels mamba -n mamba\n```\n\nactivate this mamba environment\n```\nconda activate mamba\n```\n\ninstall the improver environment using mamba\n```\nmamba create -c conda-forge python=3 improver -n improver\n```\n\ndeactivate your mamba environment\n```\nconda deactivate\n```\n\nactivate your new improver environment\n```\nconda activate improver\n```\n\n## Pre-commit Hook\nOPTIONAL: A pre-commit hook can be added to facilitate the development of this code base.\nEnsure that you have python available on the path, then install the pre-commit hook by running `pre-commit install` from within your working copy.\npre-commit checks will run against modified files when you commit from then on.\n\nThese pre-commit hooks will run as part of continuous integration to maintain code quality standards in the 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