Metadata-Version: 1.2
Name: cumulator
Version: 0.0.6
Summary: a tool to quantify and communicate the carbon footprint of machine learning methods
Home-page: https://github.com/tristantreb/cumulator
Author: tristan trebaol
Author-email: tristan.trebaol@epfl.ch
License: MIT
Description: ========
        Overview
        ========
        
        CUMULATOR — a tool to quantify and report the carbon footprint of Machine Learning computations and communication in academia and healthcare
        
        Aim
        ___
        Raise awareness about the carbon footprint of machine learning methods and to encourage further optimization and the rationale use of AI-powered tools.
        This work advocates for sustainable AI and the rational use of IT systems.
        
        Installation
        ============
        
        Use the following command:
        
            pip install cumulator
            
        Project Structure
        =================
            ├── src/cumulator         <- code base for CUMULATOR
                ├── base.py           <- implementation of the Cumulator class
                ├── bonus.py          <- Impact Statement Protocol
        
        Use cases
        =========
        Cumulator was integrated within the Alg-E platform 
        
        ChangeLog
        =========
        * 07.06.2020: 0.0.2 added communication costs and cleaned src/
        * 21.05.2020: 0.0.1 deployment on PypI and integration with Alg-E
        
        Links
        =====
        * Project's material: https://drive.google.com/file/d/1saRzSZ_bDqN85a7OoU5611v6BZpz1arx/view?usp=sharing
        * GitHub: https://github.com/tristantreb/cumulator
        * PyPI: https://pypi.org/project/cumulator/
        
        * Free software: MIT license
        
        
        Changelog
        =========
        
        0.0.0 (2020-05-14)
        ------------------
        
        * First release on PyPI.
        
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: Unix
Classifier: Operating System :: POSIX
Classifier: Operating System :: Microsoft :: Windows
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Programming Language :: Python :: Implementation :: PyPy
Classifier: Topic :: Utilities
Requires-Python: >=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*
