ANNdotNET - deep learning tool on .NET Platform.
This version has been released in order to support .NET 6 only. For running on classic .NET Framework please use old version.
ANNdotNET is x64 Windows 10/11 desktop application running on .NET 6.
In order to run the application, the following software components need to be installed:
This version contains some minor code changes and consolidation
ANNdotNET is x64 Windows desktop application running on .NET Framework 4.8. and .NET Core 3.1. 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, once the user installs the prerequisites.
This version contains some minor code changes and consolidation
ANNdotNET is x64 Windows desktop application running on .NET Framework 4.8. 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, once the user installs the prerequisites.
This version brings several important updates and new features:
Image Classification project - This is huge step forward to this version. With IC project, the user can completely implements image classification with minimal steps without leaving GUI module.#39ANNdotNET Feed - brings ability to share interesting annproject's to all community. Once the interesting project is added to ANNdotNET Feed it can be viewed by all uses that have installed ANNdotNET v1.2+ version.#33Time Series Generator - previously time series could be loaded in Data Import dialog only with one column data without header. Now, more than one column with header can be imported, and only the last one will be generated as time series, while the rest columns will remain as are.#34 #35train, validation and test sets. Up to now the user could split raw data set on train and validation sets only.#22Insert button Insert Layer in the network at specific position.#36ANNdotNET 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, once the user installs the prerequisites.
This release candidate brings few bug fixes, and code stabilization.
This version brings several important updates and new features:
Image Classification project - This is huge step forward to this version. With IC project, the user can completely implements image classification with minimal steps without leaving GUI module.#39ANNdotNET Feed - brings ability to share interesting annproject's to all community. Once the interesting project is added to ANNdotNET Feed it can be viewed by all uses that have installed ANNdotNET v1.2+ version.#33Time Series Generator - previously time series could be loaded in Data Import dialog only with one column data without header. Now, more than one column with header can be imported, and only the last one will be generated as time series, while the rest columns will remain as are.#34 #35train, validation and test sets. Up to now the user could split raw data set on train and validation sets only.#22Inser button Insert Layer in the network at specific position.#36This version brings upgrade of Machine Learning Engine and set of minor bug fixes identified in the application.
Package ANNdotNETv1.1-rev01.zip includes Excel Addin for deploying model in Excel.
This version brings upgrade of Machine Learning Engine and set of minor bug fixes identified in the application.
This version brings upgrade of Machine Learning Engine and set of minor bug fixes identified in the application.
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 process of creating, training, evaluating and exporting models is provided from the GUI Application and does not require knowledge for supported programming languages.
The ANNdotNET is ideal in several scenarios:
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:
https://github.com/bhrnjica/anndotnet/releases,
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.
The project is hosted at http://github.com/bhrnjica/anndotnet. For more information about the project please see ANNdotNET wiki page.