sjstreicher

FaultMap

Graph and information theory based fault detection and diagnosis from historian time series data

Dynamics-and-Control

IPython notebooks for Dynamics and Control

tigramite

Tigramite is a time series analysis python module for causal discovery. **** Interested in doing a Postdoc/PhD applying machine learning to societally relevant scientific problems at the new DLR Data Science Institute in Germany? Visit www.climateinformaticslab.com **** The Tigramite documentation is at

C4.5

C4.5 Algorithm - A Decision Tree for Numerical and Categorical Data that can Handle Missing Values and Pruning Methods

causality

Tools for causal analysis

decision-tree

C4.5 Decision Tree python implementation with validation, pruning, and attribute multi-splitting

IDTxl

jidt

JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems

Skogestad-Python

Python code for "Multivariable Feedback Control"

dotfiles

Dotfiles

dymrl

Dymola Reinforcement Learning (dymrl) is a OpenAI Gym environment for Modelica models.

FaultMapDocker

Automated Docker build for FaultMap

ka-lite

KA Lite: lightweight web server for serving core Khan Academy content (videos and exercises) without needing internet connectivity

kolibri

This is where Kolibri shall be born, watch and participate!

NPEET

Non-parametric Entropy Estimation Toolbox

opengm

A C++ Library for Discrete Graphical Models

OpenModelica

OpenModelica is an open-source Modelica-based modeling and simulation environment intended for industrial and academic usage.

PyDMD

Python Dynamic Mode Decomposition

pyluno

Luno API for python

scikit-learn

scikit-learn: machine learning in Python

scipy

SciPy library main repository

shap

A game theoretic approach to explain the output of any machine learning model.

SIPPY

Systems Identification Package for PYthon

sjstreicher

sjstreicher.github.io

Stochastic-Dynamical-Control-Code

Code for M. Eng. in Control Engineering

sympy

A computer algebra system written in pure Python

TensorFlow-Tutorials-for-Time-Series

TensorFlow Tutorial for Time Series Prediction

tesim

Tennessee Eastman simulation using Gilbert channel modeling PLC scan failure due to network uncertainties.

tigramite_old

Tigramite is a time series analysis python module for linear and information-theoretic causal inference. Version 3.0 described in http://arxiv.org/abs/1702.07007 as beta release available at https://github.com/jakobrunge/tigramite/releases!