datadrivendiffeq jl

We have hosted the application datadrivendiffeq jl in order to run this application in our online workstations with Wine or directly.

Quick description about datadrivendiffeq jl:

DataDrivenDiffEq.jl is a package for finding systems of equations automatically from a dataset. The methods in this package take in data and return the model which generated the data. A known model is not required as input. These methods can estimate equation-free and equation-based models for discrete, continuous differential equations or direct mappings.

Features:

• There are two main types of estimation, depending on if you need the result to be human-understandable
• Structural identification
• Structural estimation
• Human-readable result in symbolic form
• Predicts the derivative and generates a correct time series, but is not necessarily human-readable
• Examples available

Programming Language: Julia.
Categories: