There exist already several deep learning libraries but none of them targets .NET. Alea TK is a new open source project that aims to develop a complete GPU accelerated deep learning stack for .NET. It is built on top of Alea GPU and is designed from ground up to be GPU accelerated, easy to extend and to deploy. It is in an early phase. Contributors and developers are welcome!