salbali,github

machine-learnt-air-conditioning

System that learns how often a room is occupied based on time, movement, air conditioning preferences and learns on historic data. This can have a significant impact on the energy use around a house/building.

mushroom-rl

Python library for Reinforcement Learning.

open-sustainable-technology

Listing of worldwide open technology projects preserving a stable climate, energy supply and vital natural resources. https://opensustain.tech/

opencossan

OpenCossan is an open and free toolbox for uncertainty quantification and management.

phiflow

Research-oriented differentiable fluid simulation framework

pod

Proper Orthogonal Decomposition with Method of Snapshots implementation

pod-nn

Leaning Proper Orthogonal Decomposition coefficients using Deep Neural Networks.

pppack

A python package for multivariate piecewise polynomials.

pppack-1

Carl F de Boor's piecewise polynomials package

project

CNN on inverse airfoil design

proper_orthogonal_decomposition_routines

This repository contains scripts I've written to do a few tests with POD. It's really far from beeing the most efficient and complete implementation but it can be sufficient for initial tests on small datasets. It uses scipy.linalg.svd algorithm.

properorthogonaldecomposition.jl

Julia package for performing the proper orthogonal modal decomposition technique

psychrolib

📚 Library of psychrometric functions to calculate 🌡️ thermodynamic properties of air for Python, C, C#, Fortran, R, JavaScript and VBA/Excel

pyansys

Scripts for Automating ANSYS Fluent and SolidWorks Macro with Python

pybps

A parametric simulation manager for building performance simulation projects

pydoe

Design of experiments for Python

pyduct

HVAC duct pressure drop and flowrate calculations

pysplinefit

A collection of tools for parameterizing and fitting unstructured data with NURBS and B-Splines

pyspod

A Python package for spectral proper orthogonal decomposition (SPOD).

python-for-building-analysts

Jupyter notebook tutorials to teach scripting to building performance analysis experts

rc_buildingsimulator

A Resistance Capacitance Model for an Energetic Simulation of a Building

reinforcement-learning---hvac

Implementation of Q-Learning as Finite Markov Decision Process

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

simple-building

Simplified Building Simulation Engine

simulation-of-vav-system-

create a model for vav system

snapshot_pod_parallel_cpp

A parallel C++ MPI code to calculates the proper orthogonal decomposition modes (aka principal components) from a series of observations / measurements.

snapshot_pod_rom_py

Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order models of the system dynamics.

splinter

Library for multivariate function approximation with splines (B-spline, P-spline, and more) with interfaces to C++, C, Python and MATLAB

splipy

Spline modelling made easy.

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