bnajafi
Assistant Professor and Head of Data Science @ @DataOptimaLab - Politecnico di Milano
@DataOptimaLab - Politecnico di MilanoPolimi
Pinned Repositories
Data-driven_Building_simulation_Polimi_EETBS
In this repository, you can find 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
Data-driven_Building_Simulation_Projects
Lectures_on_OpenStudio_Polimi
Presentation and Project files of the lectures on OpenStudio
Polimi_TES_2018-19_BuildingSimulationProjects
PyEIS
Functions for computing and fitting experimental data from electrochemical impedance spectroscopy.
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
Technical-Environmental-Systems_General-Information
In this Repository, you can find the general information and required software installation instructions for the course "Technical Environmental Systems" offered in Polimi Piacenza Campus
TES_2019-2020_weeklySubmissions
bnajafi's Repositories
bnajafi/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.
bnajafi/python4ScientificComputing_Numpy_Pandas_MATPLotLIB
python4ScientificComputing, Numpy, Pandas and Matplotlib
bnajafi/Lectures_on_OpenStudio_Polimi
Presentation and Project files of the lectures on OpenStudio
bnajafi/Scientific_Python_Assignments_POLIMI_EETBS
Scientific Python Assignments of Students of the EETBS Course in Politecnico di Milano
bnajafi/Data-driven_Building_simulation_Polimi_EETBS
In this repository, you can find 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
bnajafi/Technical-Environmental-Systems_General-Information
In this Repository, you can find the general information and required software installation instructions for the course "Technical Environmental Systems" offered in Polimi Piacenza Campus
bnajafi/TES_2019-2020_weeklySubmissions
bnajafi/Data-driven_Building_Simulation_Projects
bnajafi/Polimi_TES_2018-19_BuildingSimulationProjects
bnajafi/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)
bnajafi/MachineLearning_SmartMeterAnalytics
Master Thesis for Energy Engineering #Python. This repository contains codes developed in Python which deals with smart meter analytics. Building consumption dataset from Pecan Street Dataport was obtained along with temperature and irradiance data. The dataset was used to build machine learning models using linear regression, random forest deicision tree, Neural networks and Support vector machines. This repository is still immature. More notebooks will being added and updated in the future.
bnajafi/BuildingSimulationProject_Polimi_TES
Project repository for Technical Environmental Systems- Politecnico di Milano
bnajafi/Data-Analysis-with-Python-Pipeline
In this series of tutorials I am demonstrating the whole pipeline of Data-wrangling, exploratory data analysis and development and evaluation of machine learning models using python.
bnajafi/OpenStudioProjects_TES_2019-20
bnajafi/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
bnajafi/MyNewRepo_Nov27th
This is just a useless Repo
bnajafi/OpenStudio
OpenStudio is a cross-platform collection of software tools to support whole building energy modeling using EnergyPlus and advanced daylight analysis using Radiance.
bnajafi/python-eq3bt
Python library and command-line tool for EQ3 Smart Bluetooth thermostats
bnajafi/adanet
Fast and flexible AutoML with learning guarantees.
bnajafi/EETBS-Assignments-Polimi-2018-2019-
bnajafi/EETBS-Python-Assignments-Polimi-2019-2020
For submission procedure: go through the explanation below
bnajafi/ipypublish
A workflow for creating and editing publication ready scientific reports and presentations, from one or more Jupyter Notebooks, without leaving the browser!
bnajafi/keras-english-resume-parser-and-analyzer
keras project that parses and analyze english resumes
bnajafi/MachineLearning-for-Trading-PipeLine
bnajafi/MyProjectFilesTest
IT is just to show how things work
bnajafi/Polimi-PC-EETBS-General-Information
Politecnico di Milano -Energy Department-Energy and Environmental Technologies for Building Systems Course-General Information
bnajafi/project1-boptest
Building Optimization Performance Tests
bnajafi/temporal-features-for-nonres-buildings-library
Jupyter notebooks for the Energy and Buildings Publication
bnajafi/the-building-data-genome-project
A collection of non-residential buildings for performance analysis and algorithm benchmarking
bnajafi/Thesis
Mining Sensor Data to Evaluate Indoor Environmental Quality of Public Educational Buildings