Articles by Bahrudin Hrnjica (Articles: 15, Technical Blogs: 20)

Articles: 15, Technical Blogs: 20

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Average article rating: 4.81

Artificial Intelligence
Deep Learning	Input Normalization as Separate Layer in CNTK with C# 13 Jul 2018 Updated: 13 Jul 2018 Rating: 5.00/5 Votes: 2 Popularity: 1.51 Licence: CPOL Views: 7,470 Bookmarked: 7 Downloaded: 0 Please Sign up or sign in to vote. How to implement data normalization as regular neural network layer, which can simply training process and data preparation
Machine Learning	Export Options in ANNdotNET 1 Nov 2018 Updated: 1 Nov 2018 Rating: 5.00/5 Votes: 2 Popularity: 1.51 Licence: CPOL Views: 5,662 Bookmarked: 4 Downloaded: 0 Please Sign up or sign in to vote. Export options in ANNdotNET
	Linear Regression with CNTK and C# 20 Aug 2018 Updated: 20 Aug 2018 Rating: 4.82/5 Votes: 5 Popularity: 3.37 Licence: CPOL Views: 12,151 Bookmarked: 9 Downloaded: 0 Please Sign up or sign in to vote. Linear regression with CNTK and C#
	ANNdotNET v1.0 Has Been Released 14 Oct 2018 Updated: 14 Oct 2018 Rating: 4.94/5 Votes: 10 Popularity: 4.94 Licence: CPOL Views: 10,200 Bookmarked: 19 Downloaded: 0 Please Sign up or sign in to vote. ANNdotNET v1.0 has been released
COM
	Sentiment Analysis using ANNdotNET 17 Oct 2018 Updated: 17 Oct 2018 Rating: 5.00/5 Votes: 3 Popularity: 2.39 Licence: CPOL Views: 7,173 Bookmarked: 0 Downloaded: 0 Please Sign up or sign in to vote. Sentiment analysis using ANNdotNET
Database Development
SQL Server	Loading image files from a database, using ADO 27 Jan 2006 Updated: 27 Jan 2006 Rating: 4.74/5 Votes: 22 Popularity: 6.26 Licence: CPOL Views: 127,523 Bookmarked: 89 Downloaded: 2,977 Please Sign up or sign in to vote. Putting and retrieving images files to and from a database, via ADO.
Desktop Programming
MFC	Custom ComboBox 4 May 2006 Updated: 4 May 2006 Rating: 4.80/5 Votes: 21 Popularity: 6.35 Licence: CPOL Views: 221,845 Bookmarked: 122 Downloaded: 7,436 Please Sign up or sign in to vote. A combo box control with a custom popup control.
	TabedReBar Control 4 Jun 2004 Updated: 4 Jun 2004 Rating: 4.69/5 Votes: 13 Popularity: 4.69 Licence: CPOL Views: 145,505 Bookmarked: 50 Downloaded: 4,325 Please Sign up or sign in to vote. ReBar control which displays bars via tab panes.
	Mouse Selection in OpenGL Scene 25 Oct 2002 Updated: 25 Oct 2002 Rating: 4.82/5 Votes: 20 Popularity: 6.05 Licence: CPOL Views: 242,812 Bookmarked: 82 Downloaded: 12,447 Please Sign up or sign in to vote. One another approach for picking objects with the mouse in OpenGL scene.
WPF	WPF Custom ComboBox 15 Oct 2009 Updated: 15 Oct 2009 Rating: 4.76/5 Votes: 12 Popularity: 4.96 Licence: CPOL Views: 197,941 Bookmarked: 68 Downloaded: 15,219 Please Sign up or sign in to vote. WPF ComboBox with DataGrid popup
High Performance Computing
GPU	Descriptive Statistics and Data Normalization with CNTK and C# 1 Jul 2018 Updated: 1 Jul 2018 Rating: 5.00/5 Votes: 5 Popularity: 3.49 Licence: CPOL Views: 8,771 Bookmarked: 12 Downloaded: 0 Please Sign up or sign in to vote. How to calculate some of the basic statistics operations on data set
Mobile Apps
Windows Phone 7	WPWidgetLibrary HTML5 Widget for Windows Phone 7 Mango 14 Nov 2011 Updated: 14 Nov 2011 Rating: 5.00/5 Votes: 4 Popularity: 3.01 Licence: MIT Views: 34,230 Bookmarked: 17 Downloaded: 878 Please Sign up or sign in to vote. Imlementation of HTML5 Widget apps in offline mode on Windows Phone 7 Mango.
Multimedia
GDI+	Screen Painter 11 Jul 2004 Updated: 11 Jul 2004 Rating: 4.55/5 Votes: 13 Popularity: 4.74 Licence: CPOL Views: 83,254 Bookmarked: 50 Downloaded: 2,606 Please Sign up or sign in to vote. Application for painting on the screen.
Programming Languages
C#	Create CIFAR-10 Deep Learning Model With ANNdotNET GUI Tool 3 Jan 2019 Updated: 3 Jan 2019 Rating: 4.78/5 Votes: 5 Popularity: 3.34 Licence: CPOL Views: 4,831 Bookmarked: 4 Downloaded: 0 Please Sign up or sign in to vote. In this post, we are going to create and train deep learning model for CIFAR-10 data set, and see how it is easy to do that with ANNdotNET v1.2.
	How to Run Code Daily at a Specific Time in C#: Part 2 13 Oct 2014 Updated: 7 Jan 2015 Rating: 4.31/5 Votes: 16 Popularity: 5.07 Licence: CPOL Views: 90,170 Bookmarked: 27 Downloaded: 0 Please Sign up or sign in to vote. How to run code daily at a specific time in C#

Average blogs rating: 4.82

Artificial Intelligence
	Function Optimization with Genetic Algorithm by using GPdotNET [Technical Blog] 28 Mar 2013 Updated: 28 Mar 2013 Rating: 5.00/5 Votes: 1 Popularity: 0.00 Licence: CPOL Views: 12,581 Bookmarked: 4 Downloaded: 0 Please Sign up or sign in to vote. Function optimization with genetic algorithm by using GPdotNET
Machine Learning	Train Iris Data by Batch using CNTK and C# [Technical Blog] 14 Nov 2017 Updated: 14 Nov 2017 Rating: 5.00/5 Votes: 2 Popularity: 1.51 Licence: CPOL Views: 8,842 Bookmarked: 1 Downloaded: 0 Please Sign up or sign in to vote. How to train Iris data by batch using CNTK and C#
	Train Iris Data with MinibatchSource using CNTK and C# [Technical Blog] 13 Nov 2017 Updated: 13 Nov 2017 Rating: 4.71/5 Votes: 4 Popularity: 2.84 Licence: CPOL Views: 9,690 Bookmarked: 3 Downloaded: 0 Please Sign up or sign in to vote. With this blog post, we are going to implement full C# program to train Iris data.
	Visual Neural Network Designer in ANNdotNET [Technical Blog] 26 Sep 2018 Updated: 26 Sep 2018 Rating: 4.93/5 Votes: 10 Popularity: 4.93 Licence: CPOL Views: 10,431 Bookmarked: 19 Downloaded: 0 Please Sign up or sign in to vote. Brief Introduction to ANNdotNET ANNdotNET – is an open source project for deep learning on .NET platform (.NET Framework and .NET Core). The project is hosted at http://github.com/bhrnjica/anndotnet with more information at the https://bhrnjica.net/anndotnet.
	How to Setup Learning Rate Per Iteration in CTNK using C# [Technical Blog] 22 Nov 2017 Updated: 22 Nov 2017 Rating: 5.00/5 Votes: 3 Popularity: 2.39 Licence: CPOL Views: 9,490 Bookmarked: 1 Downloaded: 0 Please Sign up or sign in to vote. How to setup learning rate per iteration in CTNK using C#
ML.Net	C# Jupyter Notebook [Technical Blog] 16 Nov 2019 Updated: 16 Nov 2019 Rating: 5.00/5 Votes: 6 Popularity: 3.89 Licence: CPOL Views: 11,113 Bookmarked: 8 Downloaded: 0 Please Sign up or sign in to vote. In this article, we are going to explore the main features in the new C# Juypter Notebook.
	Building Predictive Maintenance Model Using ML.NET [Technical Blog] 1 Mar 2020 Updated: 1 Mar 2020 Rating: 4.91/5 Votes: 4 Popularity: 2.96 Licence: CPOL Views: 13,251 Bookmarked: 3 Downloaded: 0 Please Sign up or sign in to vote. Notebook completely implemented on .NET platform using C# Jupyter Notebook and Daany
	Predictive Maintenance on .NET Platform [Technical Blog] 5 Dec 2019 Updated: 5 Dec 2019 Rating: 5.00/5 Votes: 1 Popularity: 0.00 Licence: CPOL Views: 7,634 Bookmarked: 9 Downloaded: 0 Please Sign up or sign in to vote. Predictive maintenance on .NET platform
Programming Languages
C#	Using SSH Keys for License Generation and Validation in .NET Applications [Technical Blog] 8 Dec 2016 Updated: 8 Dec 2016 Rating: 5.00/5 Votes: 5 Popularity: 3.49 Licence: CPOL Views: 10,315 Bookmarked: 23 Downloaded: 0 Please Sign up or sign in to vote. How to implement license functionality in your .NET application
	Testing and Validation CNTK Models using C# [Technical Blog] 15 Nov 2017 Updated: 15 Nov 2017 Rating: 5.00/5 Votes: 5 Popularity: 3.49 Licence: CPOL Views: 13,612 Bookmarked: 1 Downloaded: 0 Please Sign up or sign in to vote. Once the model is built and Loss and Validation functions satisfy our expectation, we need to validate and test the model using the data which was not part of the training data set (unseen data).
	New Features in C# 6.0 – Null Conditional Operator [Technical Blog] 2 Oct 2014 Updated: 2 Oct 2014 Rating: 3.75/5 Votes: 3 Popularity: 1.79 Licence: CPOL Views: 26,082 Bookmarked: 9 Downloaded: 0 Please Sign up or sign in to vote. This post is about null conditional operator in C#.
	How to Save CNTK Model to File in C# [Technical Blog] 26 Nov 2017 Updated: 26 Nov 2017 Rating: 5.00/5 Votes: 4 Popularity: 3.01 Licence: CPOL Views: 10,270 Bookmarked: 2 Downloaded: 0 Please Sign up or sign in to vote. How to save CNTK model to file in C#
	Deploy CNTK Model to Excel using C# [Technical Blog] 28 Nov 2017 Updated: 28 Nov 2017 Rating: 5.00/5 Votes: 3 Popularity: 2.39 Licence: CPOL Views: 5,520 Bookmarked: 0 Downloaded: 0 Please Sign up or sign in to vote. How to deploy CNTK model to Excel using C#
	Using External Config Files in .NET Applications [Technical Blog] 30 Jan 2016 Updated: 30 Jan 2016 Rating: 4.50/5 Votes: 5 Popularity: 3.15 Licence: CPOL Views: 24,440 Bookmarked: 10 Downloaded: 0 Please Sign up or sign in to vote. Using external config files in .NET applications
	How to Convert Your Old Sequential Code in to async [Technical Blog] 18 Oct 2012 Updated: 18 Oct 2012 Rating: 4.75/5 Votes: 4 Popularity: 2.86 Licence: CPOL Views: 29,001 Bookmarked: 12 Downloaded: 0 Please Sign up or sign in to vote. How to convert your old sequential code in to async
C# 4.0	Golden Ratio and GPdotNET v2 User Interface [Technical Blog] 30 Sep 2012 Updated: 8 Oct 2012 Rating: 5.00/5 Votes: 3 Popularity: 2.39 Licence: CPOL Views: 9,940 Bookmarked: 2 Downloaded: 0 Please Sign up or sign in to vote. Golden Ratio and GPdotNET v2 User Interface
Javascript	SignalR Online Counter Sample [Technical Blog] 29 Jan 2013 Updated: 22 Apr 2013 Rating: 4.25/5 Votes: 5 Popularity: 2.97 Licence: CPOL Views: 43,114 Bookmarked: 20 Downloaded: 0 Please Sign up or sign in to vote. A very simple SignalR Web Application which counts how many users are online.
Python	In Depth LSTM Implementation using CNTK on .NET Platform [Technical Blog] 22 Aug 2019 Updated: 22 Aug 2019 Rating: 5.00/5 Votes: 1 Popularity: 0.00 Licence: CPOL Views: 10,262 Bookmarked: 4 Downloaded: 0 Please Sign up or sign in to vote. Implementation of the LSTM recurrent neural network in CNTK shown in detail
XML	CNTK 106 Tutorial – Time Series Prediction with LSTM using C# [Technical Blog] 7 Dec 2017 Updated: 7 Dec 2017 Rating: 4.75/5 Votes: 3 Popularity: 2.27 Licence: CPOL Views: 18,602 Bookmarked: 4 Downloaded: 0 Please Sign up or sign in to vote. How to implement CNTK 106 Tutorial in C# - this tutorial lecture is written in Python and there is no related example in C#. For this reason, I decided to translate this very good tutorial into C#.
Visual Studio
	Visual Studio vNext – The New Installer [Technical Blog] 31 Jul 2016 Updated: 31 Jul 2016 Rating: 0.00/5 Votes: 0 Popularity: 0.00 Licence: CPOL Views: 6,700 Bookmarked: 1 Downloaded: 0 Please Sign up or sign in to vote. Visual Studio vNext – The New Installer

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Bahrudin Hrnjica

Software Developer (Senior)

Bosnia and Herzegovina

Bahrudin Hrnjica holds a Ph.D. degree in Technical Science/Engineering from University in Bihać.
Besides teaching at University, he is in the software industry for more than two decades, focusing on development technologies e.g. .NET, Visual Studio, Desktop/Web/Cloud solutions.

He works on the development and application of different ML algorithms. In the development of ML-oriented solutions and modeling, he has more than 10 years of experience. His field of interest is also the development of predictive models with the ML.NET and Keras, but also actively develop two ML-based .NET open source projects: GPdotNET-genetic programming tool and ANNdotNET - deep learning tool on .NET platform. He works in multidisciplinary teams with the mission of optimizing and selecting the ML algorithms to build ML models.

He is the author of several books, and many online articles, writes a blog at http://bhrnjica.net, regularly holds lectures at local and regional conferences, User groups and Code Camp gatherings, and is also the founder of the Bihac Developer Meetup Group. Microsoft recognizes his work and awarded him with the prestigious Microsoft MVP title for the first time in 2011, which he still holds today.

Articles by Bahrudin Hrnjica (Articles: 15, Technical Blogs: 20)

Articles: 15, Technical Blogs: 20

Average article rating: 4.81

Artificial Intelligence

COM

Database Development

Desktop Programming

High Performance Computing

Mobile Apps

Multimedia