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Han Li's Projects

arduinosensor icon arduinosensor

Arduino PM2.5 / PM10 Pollution Sensor based on Sharp Optical Dust Sensor GP2Y1010AU0F

better icon better

This is the GitHub repository of the Building Efficiency Targeting Tool for Energy Retrofits (BETTER)

energym icon energym

Energym is an open source building simulation library designed to test climate control and energy management strategies on buildings in a systematic and reproducible way.

energyplus icon energyplus

EnergyPlus™ is a whole building energy simulation program that engineers, architects, and researchers use to model both energy consumption and water use in buildings.

energyplusapidemos icon energyplusapidemos

A collection of EnergyPlus API demos -- will eventually be demonstrable in an online notebook

fmi-mlc_plus icon fmi-mlc_plus

Functional Mock-up Interface - Machine Learning Center with extension of EnergyPlus models

genetic-algorithms icon genetic-algorithms

This repository belongs to the youtube videos "What are Genetic Algorithms" (https://youtu.be/uQj5UNhCPuo) and "Genetic Algorithm from Scratch in Python" (https://youtu.be/nhT56blfRpE). If you haven't seen it, please consider watching part one of this series, to get a better understanding of this code.

gpt-fast icon gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

mpc.pytorch icon mpc.pytorch

A fast and differentiable model predictive control (MPC) solver for PyTorch.

mpld3 icon mpld3

D3 Renderings of Matplotlib Graphics

openstudio icon openstudio

OpenStudio is a cross-platform collection of software tools to support whole building energy modeling using EnergyPlus and advanced daylight analysis using Radiance.

openstudio_sim_workflow icon openstudio_sim_workflow

This repo contains utility scripts to create and run OpenStudio/EnergyPlus models and simulation workflows.

pds icon pds

Machine Learning for Engineers

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