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data-driven_building_simulation_polimi_eetbs

In this repository, you found the notebooks and data regarding the lessons on Data-driven building behaviour prediction and simulation which have been offered in the context of "Energy and Environmental Technologies for Building System" course at Politecnico di Milano

echando-codigo---modelando-datos

Este repositorio es para el codigo de Echando Código y Modelando Datos

energy-classifier

ML Classifier

energy-dashboard

energy-deep-learning

Deep learning

energy-regression

ML regression

fine

The FINE python package provides a framework for modeling, optimizing and assessing energy systems

forecasting-ev-charging-station-load

introduction-datascience-python-book

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

lectures_on_openstudio_polimi

Presentation and Project files of the lectures on OpenStudio

machine-learning-and-optimisation-course-ense3

minimal

Minimal is a Jekyll theme for GitHub Pages

mlo-project-2

multidisciplinary-project

EV Charging stations

myportfolio

Anuj's data science project portfolio

openstudioprojects_polimi_eetbs

This repository includes the files and presentations of group projects on simulation of Commercial Buildings with OpenStudio (EnergyPlus) in the context of Energy and environmental Technologies for Building Systems (Politecnico di Milano)

python4scientificcomputing_fundamentals

This repository includes the guidelines and the exercise files of the first part of my lectures on python for scientific programming which is dedicated to a general introduction to Python programming language. These lectures are a part of the "Energy and Environmental Technologies for Building Systems" course offered for M.Sc in Energy Eng. at Politecnico di Milano.

python4scientificcomputing_numpy_pandas_matplotlib

python4ScientificComputing, Numpy, Pandas and Matplotlib

scientific_python_assignments_polimi_eetbs

Scientific Python Assignments of Students of the EETBS Course in Politecnico di Milano

short-term-energy-demand-forecasting

Forecasts next 24 hours of hourly energy demand with Keras, Prophet, and SARIMA (statsmodels)

spark-tutorial

Spark tutorial using Zeppelin notebooks.

striped-llamas

Demand Response

strobe

Python module for stochastic residential occupancy behavior for both building and district energy simulations.

tsam

A python-based time series aggregation module (tsam) which can be used to create typical periods for energy systems models