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Notebook","category":"Industrial Ecology","sub_category":"Life Cycle Assessment","monthly_downloads":1440,"total_dependent_repos":2,"total_dependent_packages":0,"readme":"\n\n\u003cimg src=\"./doc/source/_static/img/logo_lca_algebraic.png\" alt=\"logo\" width=\"200\" style=\"margin:auto;display:block\"/\u003e\n\n\n![Python 3.10](https://img.shields.io/badge/python-3.10-blue) \n![Python 3.11](https://img.shields.io/badge/python-3.11-blue)\n![Python 3.12](https://img.shields.io/badge/python-3.12-blue)\n![Python 3.13](https://img.shields.io/badge/python-3.13-blue)\n\n[![Brightway 2.4](https://img.shields.io/badge/brightway-2.4-blue)](https://docs.brightway.dev/en/legacy/index.html)\n[![Brightway 2.5](https://img.shields.io/badge/brightway-2.5-blue)](https://docs.brightway.dev/en/latest/)\n\n[![main status](https://img.shields.io/github/actions/workflow/status/oie-mines-paristech/lca_algebraic/tests.yml?branch=main\u0026label=main)](https://github.com/oie-mines-paristech/lca_algebraic/actions/workflows/tests.yml?query=branch%3Amain)\n[![dev status](https://img.shields.io/github/actions/workflow/status/oie-mines-paristech/lca_algebraic/tests.yml?branch=dev\u0026label=dev)](https://github.com/oie-mines-paristech/lca_algebraic/actions/workflows/tests.yml?query=branch%3Adev)\n\u0026nbsp;\u0026nbsp;\u0026nbsp;\n[![bw25 status](https://img.shields.io/github/actions/workflow/status/oie-mines-paristech/lca_algebraic/tests.yml?branch=bw25\u0026label=bw25)](https://github.com/oie-mines-paristech/lca_algebraic/actions/workflows/tests.yml?query=branch%3Abw25)\n[![dev25 status](https://img.shields.io/github/actions/workflow/status/oie-mines-paristech/lca_algebraic/tests.yml?branch=dev25\u0026label=dev25)](https://github.com/oie-mines-paristech/lca_algebraic/actions/workflows/tests.yml?query=branch%3Adev25)\n\n\n**lca_algebraic** is a layer above [**Brightway**](https://brightway.dev/) designed for the definition of **parametric inventories** \nwith fast computation of LCA impacts, suitable for **monte-carlo** / global sensitivity analysis \n\nIt integrates the magic of [Sympy](https://www.sympy.org/en/index.html) in order to write parametric formulas as regular Python expressions.\n\n**lca-algebraic** provides a set of **helper functions** for : \n* **compact** \u0026 **human readable** definition of activities :  \n    * search background (tech and biosphere) activities \n    * create new foreground activities with parametrized amounts\n    * parametrize / update existing background activities (extending the class **Activity**)\n* Definition of parameters\n* Fast computation of LCAs\n* Computation of monte carlo method and global sensitivity analysis (Sobol indices) \n* Support for automatic check of [homogeneity of physical units](https://lca-algebraic.readthedocs.io/en/stable/api/units.html)\n\n# ⚙ Installation\n\nWe support both [Brightway 2.4 (legacy)](https://docs.brightway.dev/en/legacy/index.html)\nand [Brightway 2.5](https://docs.brightway.dev/en/latest/) via two separate branches / libraries :\n\n* [lca_algebraic](https://pypi.org/project/lca-algebraic/) (for Brightway 2.4)\n* [lca_algebraic_bw25](https://pypi.org/project/lca-algebraic-bw25/) (for  Brightway 2.5)\n\n## 1) Setup separate environment\n\nFirst create a python environment, with **Python** [\u003e=3.10, \u003c3.13] :\n\n**With Conda (or [mamba](https://mamba.readthedocs.io/en/latest/index.html))**\n\n```bash\nconda create -n lca python==3.10\nconda activate lca\n```\n\n**With virtual env**\n\n```bash\npython3.10 -m venv .venv\nsource .venv/bin/activate\n```\n\n## 2) Install lca_algebraic\n\n\u003e pip install lca_algebraic \n\nOr, for brightway 25 :\n\n\u003e pip install lca_algebraic_bw25\n\n## 3) [Optional] Install Jupyter \u0026 Activity Browser \n\nYou may also install Jupyter and [Activity Browser](https://github.com/LCA-ActivityBrowser/activity-browser) on the same \nenvironment.\n\n**Jupyter** :\n\u003e pip  install jupyter\n\n**Activity Browser** can only be installed via conda/mamba. Note that it can also be installed on a separate Python env and will \nstill be able to access and browse the projects created programmatically with *lca_algebraic* / *Brightway*.  \n\u003e conda install activity-browser\n\n\u003e **NOTE**\n\u003e While the inventories created in *lca_algebraic* are stored in the Brightway project, \n\u003e the formulas and parameters are not compatible with **Activity Browser**\n\u003e Before computing impacts with vanilla **Brightway2** or **Activity Browser**, \n\u003e you may use the function [freezeParams()](https://lca-algebraic.readthedocs.io/en/stable/api/parameters.html#lca_algebraic.freezeParams) \n\u003e to update the amounts in your database for a given scenario / set of parameter values.     \n\n\n\n# 📚 Documentation \u0026 resources\n\nFull documentation is [hosted on **readthedocs**](https://lca-algebraic.readthedocs.io/)\n\nWe provide some notebooks :\n* [Example notebook](./notebooks/example-notebook.ipynb) : Basic functionalities  \n* [Handbook](./notebooks/handbook.ipynb) : More examples, also showing the usage of the Brightway functions.\n* [Workshop](https://git.sophia.mines-paristech.fr/oie/lca-algebraic-workshop) :\n  A \"real life\" exercise used as a short training on *lca_algebraic*\n\n# 📧 Mailing list\n\nPlease register to this dedicated mailing list to discuss the evolutions of this library and be informed of future releases :\n\n[lca_algebraic@groupes.mines-paristech.fr](https://groupes.minesparis.psl.eu/wws/subscribe/lca_algebraic)\n\n\n# © Licence \u0026 Copyright\n\nThis library has been developed by [MinesParis - PSL - O.I.E team](https://www.oie.minesparis.psl.eu/), for the project [*INCER-ACV*](https://librairie.ademe.fr/energies-renouvelables-reseaux-et-stockage/4448-incer-acv.html), \nlead by [ADEME](https://www.ademe.fr/). \n\nIt is distributed under the [BSD License](./LICENSE)\n\n# Logo\n\nPlease use the following logo to advertise about this librairy.\n![](./doc/source/_static/img/logo_lca_algebraic.png)\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["optimize","archiving","measur","transforms","observation","generic","conversion","compose","projection","animals"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/20253","html_url":"https://ost.ecosyste.ms/projects/20253"}