Deep learning library for time series forecasting based on PyTorch

Open-source platform for model predictive control (MPC) in buildings.

A Resistance Capacitance Model for an Energetic Simulation of a Building

Publication-ready NN-architecture schematics.

Set of classes and functions for analysing Thermal Response Test (TRT) data for Shallow Geothermal applications.

Educational repository with Jupyter Notebooks all around the topic of geothermal energy

An open access book on scientific visualization using python and matplotlib

Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.

An open-source toolbox for the evaluation of thermal response factors (g-functions) of geothermal borehole fields.

GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3

Probabilistic Inference on Noisy Time Series

Resources for "The Craft of Finite Difference Computing with Partial Differential Equations" by H. P. Langtangen

Bayesian Analysis with Python (Second Edition)

PyMC educational resources

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

A comparison of PPL APIs

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

A python tutorial on bayesian modeling techniques (PyMC3)

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Bayesian Modeling and Probabilistic Programming in Python

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

Free (standard conforming) library to model mechanical (1D/3D), electrical (analog, digital, machines), magnetic, thermal, fluid, control systems and hierarchical state machines. Also numerical fun…