polished a few types, and output csvs in simulations nb #43

	name: Publish to PyPi

	on:
	release:
	types:
	- published
	push:
	branches:
	- main

	jobs:
	build-and-push-image:
	runs-on: ubuntu-latest
	permissions:
	# IMPORTANT: this permission is mandatory for trusted publishing
	id-token: write
	strategy:
	matrix:
	python-version: [3.8]

	steps:
	- uses: actions/checkout@v3

	- name: Ruff Linting
	uses: chartboost/ruff-action@v1
	with:
	version: 0.0.289

	- name: Black Format Check
	uses: psf/black@stable
	with:
	options: "--check"
	src: "."
	jupyter: false
	version: "~= 23.3" # this is the version that ships with the vs code extension, currently

	- name: Set up Python ${{ matrix.python-version }}
	uses: actions/setup-python@v4
	with:
	python-version: ${{ matrix.python-version }}

	- name: Install dependencies
	run: \|
	python -m pip install --upgrade pip

	- name: Install multidms
	run: \|
	pip install -e ".[dev]"

	- name: Test
	run: \|
	pytest

	- name: Build python package
	run: \|
	python -m pip install build
	python -m build --wheel

	# if you push with a new tag using bumpver,
	# then we publish to test PyPI
	- name: Publish package distributions to TestPyPI
	if: ${{ github.event_name == 'push' && startsWith(github.event.head_commit.message, 'bump version') }}
	uses: pypa/gh-action-pypi-publish@release/v1
	with:
	repository-url: https://test.pypi.org/legacy/

	# only publish and update to PyPI if you cut a new release
	- name: Publish package
	if: github.event_name == 'release'
	uses: pypa/gh-action-pypi-publish@release/v1

Provide feedback