> TensorFlow™ is an open source software library for numerical computation using data flow graphs.
> ...
> Gradient based machine learning algorithms will benefit from TensorFlow's automatic differentiation capabilities. As a TensorFlow user, you define the computational architecture of your predictive model, combine that with your objective function, and just add data -- TensorFlow handles computing the derivatives for you.
Interesting, it kind of look like the machine learning focused version of NASA's OpenMDAO (also a graph-based analysis and optimization framework with derivatives, but for engineering design).
> ...
> Gradient based machine learning algorithms will benefit from TensorFlow's automatic differentiation capabilities. As a TensorFlow user, you define the computational architecture of your predictive model, combine that with your objective function, and just add data -- TensorFlow handles computing the derivatives for you.
Interesting, it kind of look like the machine learning focused version of NASA's OpenMDAO (also a graph-based analysis and optimization framework with derivatives, but for engineering design).