Software Open Access
ANNdotNET v1.0 - deep learning tool on .NET platform
ANNdotNET – is an open source project for deep learning on .NET Platform. This is complete GUI solution for data preparation, training, evaluation and deployment ml models. ANNdotNET introduces the ANNdotNET Machine Learning Engine (
MLEngine) which is responsible for training and evaluation models defined in the mlconfig files. The
MLEngine relies on Microsoft Cognitive Toolkit, CNTK open source library which is proved to be one of the best open source library for deep learning. Through all application's components
MLEngine exposed all great features of the CNTK e.g. GPU support for training and evaluation, different kind of learners.
MLEngine also extends CNTK features with more evaluation functions (RMSE, MSE, Classification Accuracy, Coefficient of Determination, etc.), Extended Mini-batch Sources, Trainer and Evaluation models.
The project is hosted at http://github.com/bhrnjica/anndotnet. For more informaion about the project please see ANNdotNET wiki page.
This option is handy in case you don't have installed Visual Studio or you want to use the application without source code. The following actions should be performed:
Download binaries from the release section at:
Unzip the binaries on your machine and run
anndotnet.wnd.exe exe file.
For quick start, while the application is running, select one of many pre-calculated annprojects placed on Start Page.
ANNdotNET is x64 Windows desktop application running on .NET Framework 4.7.2. and .NET Core 2.0. In order to run the application, the following software components need to be installed:
Note: The application is tested on clean Windows Pro 10 1709 build. Probably the application will run on Windows 8 and Windows 7 as well, but those systems are not tested.