annlib

annlib aims to create c++ library for designing neural network. Currently this project has a main file to test the functionality without unittest ( though I'm trying to add more unittest ). The target is also set to build a executable not a shared library . this project is under construction. It uses cpu thread to handle brunched network and to calculate the result in each layer it uses C++AMP

Description:

Firstly, I'm going to tell what aims. 1) say, I need to create a neural network. I'll firstly create a layer, with a activation function by providing a enumerated value if I want a standard activation function, or I can supply my own custom activation function as lambda argument. 2) to train this network I need to create a trainer object and pass the whole network as argument ( Specifying the training method as enumerated value). 3) it will provide functions for standard tasks, like linearClassifier

What it currently has?

1) It has the ability to create a network. Each brunch in network is handled in seperate thread. For computation in each layer it uses GPU ( But currently GPU is limited to windows with directx11+, as we are using c++ amp, though I personally want the experimental amp implementation over opencl comes into light). 2) Some very common predefined network for something e.g. linearClassifier

========================================================================================================================= What's more we need help. If you find anything here is cool please consider adding ( or maybe removing too) something, we will be incredibly happy to have you with us.

Built With

• c
• c++
• objective-c