Theano

by Theano

Python library

Rate Now

(0 Ratings)

Helps with: Artificial Intelligence and Machine Learning

Similar to:

More...

Source Type: Open

License Types:

BSD

Supported OS:

Languages:

Save Unsave Compare

What is it all about?

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently.

Key Features

Tight integration with NumPy – Use numpy.ndarray in Theano-compiled functions. Transparent use of a GPU – Perform data-intensive computations much faster than on a CPU. Efficient symbolic differentiation – Theano does your derivatives for functions with one or many inputs. Speed and stability optimizations – Get the right answer for log(1+x) even when x is really tiny. Ddynamic C code generation – Evaluate expressions faster. Extensive unit-testing and self-verification – Detect and diagnose many types of errors.