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awesome-federated-learning

resources about federated learning and privacy in machine learning

building-data-genome-project-2

Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition

building-energy-storage-simulation

An open source playground energy storage environment to explore reinforcement learning and model predictive control.

citydnn

Surrogate model using deep neural networks that allows estimating the heating and cooling loads of buildings at the urban scale.

citylearn

Official reinforcement learning environment for demand response and load shaping

cobs

COBS: COmprehensive Building Simulator

dashboard

Dashboard showcasing Covid-19 research by the Intelligent Environments Lab at UT Austin

deeprlintheworld

From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..

demand-flexibility-controls-library-using-semantics

Demand Flexibility Controls Library using Semantics

dm4bem

Dynamic models for building energy management

dm4bem_book

Jupyter book on dm4bem

documentation

Plotly's Documentation

doe_xstock

energy-forecast-benchmark-examples

Example models based on the energy forecast benchmarking toolkit.

energy-forecast-benchmark-toolkit

Energy Forecast Benchmark Toolkit is a Python project that aims to provide common tools to benchmark forecast models.

energy_flexibility_kpis

Energy flexibility KPIs

flexdrl

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-eplus

hvaccontrol

Psychrometric analysis of HVAC systems as a control problem.

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

machinelearning_ka_chilla

matlab-with-python

Examples using MATLAB and Python together

merlin-apen-2023

occupant_centric_grid_interactive_buildings_course

phd-datasetmq

This repository contains the data and code from the Eco Touch smart meter by OGGA used in my PhD thesis.

phd_thesis_markdown

Template for writing a PhD thesis in Markdown

pkc1-2023

practical-statistics-for-data-scientists

Code repository for O'Reilly book

practise