Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

Data and tools to model PV Systems

🎓 Path to a free self-taught education in Computer Science!

✈️ View hidden information in airline reservations.

pavement assessment

AAAIA2020-Accident Forecasting Experiments Setups

Kaggle Competition: developing a predictive model for risk classification

Repository for the Open Data for Resilience Index, a website to track and improve the state of Open Data for Resilience worldwide.

Official development repository of the Large Time Frequency Analysis Toolbox

Simulation and analysis tools for autonomous F-16 maneuvers as a V&V benchmark

MATLAB toolbox for code pertaining to function observers.

Frequency response function as used in structural dynamics

Experimental and operational modal analysis

A topic-centric list of HQ open datasets.

Vibration Testing code affiliated with the in-progress manuscript Vibration Testing with Modal Analysis and Health Monitoring- Matlab version

南瓜书：《机器学习》（西瓜书）公式详解

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explana…

Codes and presentations for Data Driven Modeling course at ETH Zurich, chair for Computer Aided Architectural Design (CAAD) 2017

A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis

Python based toolkit for Electrical Impedance Tomography

A python tutorial on bayesian modeling techniques (PyMC3)

Kriging Toolkit for Python

Matlab code of machine learning algorithms in book PRML