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buildingenergyefficiency

ecolookuptool

Project 1 for development bootcamp - A front end to the opendatacommunities domestic Energy Performance Certificate API - Allows the user to find their address from their postcode by leveraging the getaddress.io address finder API then returns the most up to date EPC data for their property.

energy-efficiency

Predicting energy efficiency from Energy Performance Certificates (EPC) using machine learning

energy-efficiency-enhancement-using-neural-networks

Assessing the heating load and cooling load requirements of buildings as a function of building parameters.

energy-efficiency-of-residential-buildings

The project is an android application presented in APOGEE, 2017 which, using Machine Learning predicts the dependence of energy efficiency (in terms of Heating and Cooling Loads) of a residential building of a particular area on its structure and design.

energy-efficiency-optimization-neural-network

Data science project

energyefficiency

Winner of HackIllinois 2022 Data Science 🏆 . A web app that predicts the energy efficiency of a building given its characteristics. Deployed with heroku.

epc-data-import

epc-england-wales-parquet

Convert Energy Performance Certificate data from CSV to Parquet

epc-generator

Energy Performance Graph & Energy Performance Certificate Generator for properties

epc-ppd-address-matching

Matching addresses in Energy Performance Certificates and Price Paid Data.

epc-recc-analysis

epc-site

GreenHouse shows EPC data on individual houses, aggregate statistics on the efficiency of nearby households, as well as supporting crowdsourced data collection for improvement recommendations.

epc_data

epc_extract

Extract data from an Energy Performance Certificate

epcr

Download Data for England and Wales from the MHCLG EPC and DEC Data API

hamoye_stage_2_energy_efficiency_dataset

Project for stage two of my hamoye 2020 data science virtual internship.

meep

Mapping Energy Efficiency & Public Health

meep-backend

milanfit

WIP prototype for Futurefit project visualising city of Milan's EPC data on a map and adding more layers like- energy use reduction and socio-economy deprivation index.

mlzoomcamp_projects

osmbuildings

3d building geometry viewer based on OpenStreetMap data

property-price-model

Joining EPC data on sqft and land reg data on sold price

seed

Standard Energy Efficiency Data (SEED) Platform™ is a web-based application that helps organizations easily manage data on the energy performance of large groups of buildings.

teaser

TEASER - Tool for Energy Analysis and Simulation for Efficient Retrofit