The app itself is called “SVM EasyTrainer”, which emphasizes our allegation regarding its usefulness. It is highly user-friendly machine learning app that needs zero knowledge or experience of programming; specifically MATLAB programming codes. It can do all the basic and little advanced steps for you just by one or a few clicks!

By running the application, it can be clearly seen that the target vector can be selected from any column of the main table dedicated for the imported dataset, and the other columns will automatically be configured to represent the predictor(s) of the model. The entries can also be modified manually before starting the app if you would like that! The app accepts external datasets with any standard format; like .xls, .xlsx, .xlsb, .xlsm, and .csv spreadsheets.

From the control panel, the user can split the dataset to train and test subsets to reduce the overfitting phenomenon. The train subset is used to generate the model and the test subset is used to evaluate the performance of that model using new instances rather than those used in the training phase.

Furthermore, the user can select the evaluation metric (SAE, MSE, or RMSE) and whether if he/she want to reproduce the results; which is a very useful feature for comparison studies. After that, the user can select the kernel function (if it is polynomial, then the polynomial order can be set from 1 up to the 20th degree). Then, one of three possible solvers can be selected and the data itself can be standardize to enhance the sensitivity of the machine learning algorithm.

The plots can be fully customized as per user’s needs. For example, for the actual and predicted responses, you can select the plot style, width, color, markers (with marker size, face color, and edge color), major and minor grid (color, width, line style, transparency), etc. Not just that, you can even export that plot and open it in an external figure with the same settings! Add to that, the user can export all the tables for all the data sets and subsets, and save the SVM model with an m-file to run externally in the future using any other program or script.

Please note that this video presents the final product. You can download the project and unlock its full potential.

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The post SVM EasyTrainer – v1.0: Machine Learning – Get Full Regression Analysis with Support Vector Machine appeared first on MATLAB Apps.

This application is highly user-friendly, which can give you the power and ability to generate your ordinary/simple linear regression as well as any polynomial regression model in your mind by just one click. The user can increase the polynomial order up to the 9th degree.

The data can be imported from many spreadsheet formats; including .xls, .xlsx, .xlsb, .xlsm, and .csv files. You can then select any column to represent the predictor and the other one will automatically be configured to represent the target or response of the model. The entries can also be modified manually or even transformed; either on y or x, before initiating the the app and starting your regression analysis if you wish!

As we said above, the program supports full polynomial models up to the 9th order. To avoid facing overfitting phenomenon, the app offers you to split the full dataset into two subsets; a train subset to generate the LR model and a test subset to evaluate the performance of the regression model using new instances than those used in the training phase.

Furthermore, to have repeatable results, which is very useful for comparison studies, you can easily achieve that by turning a dedicated switch ON and select the portion or percentage of the test subset, while the remaining portion will be assigned to the other subset automatically.

If you want to see the full-detailed analysis (including many plots, residuals, diagnostics, coefficient covariance, observation info, etc), then you need to check the corresponding box before running your regression analysis.

Please note that this video presents the final product. You can download the project and unlock its full potential.

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The post EasyFit – v1.0: Perform Linear & Polynomial Regression Analysis with Transformation by Just 1-Click! appeared first on MATLAB Apps.

Our innovative app allows you to delve into the celestial realm and visualize a wide array of popular celestial objects. From the radiant Sun to the enigmatic Moon, from the swift Mercury to the alluring Venus, and from the majestic Earth to the captivating Mars, you’ll witness these celestial bodies come to life like never before. But that’s not all! Prepare to be awestruck as you explore the magnificent gas giants Jupiter and Saturn, and marvel at their intricate details and breathtaking beauty.

With our app, you hold the power to manipulate and interact with these celestial objects. Rotate them, zoom in or out to observe finer details, and even alter the background color to suit your mood. Take control of the light angle and clipping of the figures to enhance your viewing experience and uncover hidden wonders.

For Earth enthusiasts, we offer a unique feature that allows you to visualize our planet in remarkable detail. Enable the display of clouds, adjusting their level of coverage and density, and witness the Earth’s majestic atmosphere come alive before your eyes.

Designed with school students in mind, this app serves as a remarkable educational tool. It offers a captivating and interactive way to learn about celestial objects, igniting curiosity and fostering a deeper understanding of our universe. Moreover, it serves as an excellent undergraduate project, showcasing the potential for further expansion and development by graduate students who wish to delve into more advanced features and capabilities.

Beyond its immediate application, this app incorporates a plethora of useful tricks and techniques that can be leveraged in the creation of other sophisticated applications. Unlock the secrets behind its seamless visuals and gain valuable insights into the intricacies of app development.

Please note that the YouTube video presents the final product. You can download the project and unlock its full potential. Prepare to embark on an awe-inspiring journey through the cosmos and witness celestial objects like never before. Don’t miss out on this extraordinary opportunity!

Thank you for watching, and may your exploration of the celestial wonders enrich your understanding of the universe and spark your imagination.

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The post How to Create MATLAB Application to Visualize Celestial Objects! Explore the Wonders of the Universe appeared first on MATLAB Apps.

This new app will enable you to effortlessly create any regular or irregular polygon shape with different sizes, x- and y-coordinates, transparency, colors, background color, grid transparency, and color, thickness, and more.

Not only that, but the app will also feature the ability to draw circles, ellipses, rings, triangles, squares, pentagons, hexagons, heptagons, octagons, nonagons, decagons, and higher. No matter what shape you need, this app has got you covered.

With its user-friendly interface and advanced features, this app will be perfect for professionals, students, or anyone who needs to create precise shapes quickly and easily. The app can be modified to provide detailed information about the shape and its properties, such as its area, perimeter, and centroid.

So, what are you waiting for!? This powerful new app can simplify your polygon drawing experience like never before. With our app, you’ll be able to create detailed diagrams or graphs with ease, and you won’t have to spend hours perfecting the shape of your polygon.

Download it now and take the first step towards hassle-free polygon drawing.

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The post Polygon EasyDraw (Full Project): Master Polygons Effortlessly with Our Innovative Drawing App – Simplify Complex Shapes! appeared first on MATLAB Apps.

This innovative platform extends beyond the ordinary, enabling users to explore both custom-defined and many unconstrained optimization benchmark functions/test functions with utmost precision and clarity.

As part of our rigorous testing and development process, we have effectively leveraged a multitude of functions published on the following resource-rich website, [Alroomi ]. This has allowed us to ensure the reliability, accuracy, and user-centered design of our software.

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Moreover, our software is built to accommodate any User-defined function, offering flexibility and customization to suit a variety of needs.

With this tool, we have aimed to bridge the gap between high-end functionality and user accessibility. Our software caters to professionals in the field of optimization and visualization, researchers, students, and anyone interested in exploring the world of 3D functions. We believe that this tool will significantly enhance the user’s understanding and exploration of complex 3D functions, making it an indispensable resource in the realm of function optimization.

Join us on this exciting journey of discovery and visualization. Dive deep into the world of 3D functions like never before with our advanced visualization tool. Experience the power of precision, clarity, and flexibility in optimization and visualization, all in one comprehensive platform.

Remember, with our 3D Function Visualizer, the only limit is your imagination.

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The post Advanced 3D Function Visualization App: An Immersive Tool for Visualizing 2-Dimensional Benchmark Functions appeared first on MATLAB Apps.

In the exciting video, presented above, we introduce you to our advanced MATLAB AppDesigner application, “Nonlinear Problem Solver Pro,” designed specifically for mathematicians, scientists, and engineers seeking to conquer complex mathematical challenges.

Building upon the success of our previous basic version, can be found [MATLAB-Apps ], we have turbocharged the capabilities of our app, empowering you with a wide range of features to tackle even the toughest nonlinear problems. Gone are the days of manual calculations and lengthy iterations; our professional app harnesses the power of cutting-edge algorithms to deliver lightning-fast solutions.

In the video, attached above, we showcase the sheer power of “Nonlinear Problem Solver Pro” by tackling challenging equations that will leave you astounded. Witness firsthand how effortlessly and rapidly our app conquers these intricate problems, delivering precise solutions at every turn.

Please note that this video focuses on demonstrating the app’s functionality and its ability to solve complex equations, rather than the development process. To get your hands on this mathematical powerhouse, simply follow the links provided in the description box below to download the project.

Embrace the future of nonlinear problem-solving with “Nonlinear Problem Solver Pro” and unleash your mathematical prowess like never before. Don’t miss out on this highly advanced tool – join us on this exhilarating journey today!

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The post Supercharged Nonlinear Problem Solver: Trust-Region and Levenberg-Marquardt Algorithms Unleashed! appeared first on MATLAB Apps.

In this video, we introduce you to our powerful new application that can solve any order polynomial equation and visualize both the curve and its roots. Unlike our previous apps, which were limited to second-order polynomial equations, this new app can handle any order polynomial equation and provide a precise list of all roots with any decimal places or precision.

But that’s not all, this app also offers a range of customization options, allowing you to fully configure the plots, lines, and points to match your preferences. Plus, it comes with a sleek dark theme, which is not only aesthetically pleasing but also better for visualizing the plots and equations.

One of the most exciting features of this app is its ability to convert polynomial coefficients to a polynomial equation and then render it using the LaTeX scripting language. The resulting equation is not only visually appealing but also easy to understand and use in other applications.

To make things even better, the app also includes a reference line at y=0, making it easier to identify the roots of the equation.

In this video, we showcase the final product of our work, highlighting the app’s key features and demonstrating how it can be used to solve complex polynomial equations. While we do not show the development process in this video, we provide links to download the project so that you can explore the code and customize the app to your liking.

Overall, this advanced polynomial root finder is a must-have tool for anyone working with polynomial equations. Try it out for yourself and see how it can simplify your work and improve your visualization of polynomial equations.

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The post Advanced Polynomial Root Finder: Visualize and Solve Any Order Polynomial Equations appeared first on MATLAB Apps.

With EasyConvert, you can quickly and easily convert both old and new MS Word documents (i.e., .doc and .docx file formats) to portable document files (i.e., .pdf documents). All you need to do is select the word document file and the path of the pdf file that needs to be generated. If there are any issues during the conversion process, our app will provide detailed error messages to help you handle them correctly.

Our user-friendly interface and intuitive design make it easy for anyone to use, whether you’re a tech genius or a novice computer user. Plus, with our green light indicator, you’ll always know when the conversion process is complete!

But that’s not all – EasyConvert is also highly customizable. You can use this app as an independent tool or even modify it to handle other documents, such as .txt, .rtf, and .xls/.xlsx files.

So why struggle with complicated software when you can use EasyConvert to quickly and easily convert your word documents to PDFs? Download our app today and experience the ultimate solution for converting your documents!

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The post EasyConvert: The Ultimate Solution for Converting Word Documents to PDFs! appeared first on MATLAB Apps.

Our intuitive and user-friendly app is designed to make the process of finding roots as simple as possible. The app can find the derivative and perform all the necessary iterations starting from the initial guess defined by the user. It is capable of solving equations with real, imaginary, or even complex roots, making it a versatile solution for a wide range of problems.

One of the standout features of our app is the controllable early stopping criterion, which allows the user to terminate the iteration process once the absolute error is within the minimum acceptable range, or “tolerance”. This helps save time and ensures that the solution is accurate to the desired level.

The app also provides full information on each iteration step, including the iteration number, old and new values of the independent variable “x”, the values of the dependent variable “f(x)” and its derivative “df/dx”, and finally the absolute error. This information can be exported as Excel sheets in a variety of formats, including .xls, .xlsx, .xlsb, .xlsm, or .csv.

Our video showcases the app in action, demonstrating just how easy it is to use. We walk you through each step of the process, from entering the equation and initial guess to exporting the results. The app is highly customizable, allowing you to enter the starting point, adjust the early stopping criterion, choose the export format, and even abort the iteration process at any time.

This video is the perfect introduction to the Newton-Raphson root finding method and our powerful, user-friendly app. Whether you’re a student struggling with complex equations or a professional looking for a more efficient solution, our app is sure to make your life easier. Download the project from the links provided in the description box and start solving equations with ease today!

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The post Newton-Raphson Root Finding Method: Simplify Complex 1-Dimensional Equation Solving (Full MATLAB Project) appeared first on MATLAB Apps.

Developed using MATLAB’s AppDesigner, our app is a two-player dice game where the objective is to collect as many points as possible. The game is easy to play – simply roll the dice and try to collect as many points as you can. The player with the most points at the end of the game is declared the winner.

Our app is highly flexible and can be adjusted to any size, with all app components automatically updated to fit the new size. The dice rolling simulation can also be adjusted with a slider, allowing the other player to wait a specific time before their turn comes up. And if you want to play again from zero, simply hit the reset button at the bottom of the screen.

Playing “Roll for Victory” is even more fun on a computer with a touch screen, allowing players to roll the dice with their own fingers instead of using a mouse or touchpad.

Our app implements many useful tricks that can be utilized for developing advanced apps, making it a great starting point for anyone looking to develop their own games or other applications.

This video, i.e. the one attached in this post, showcases the final product of our “Roll for Victory” app, but you can download the project from the links provided in the description box to explore the development process and customize the app to your liking.

So what are you waiting for? Roll the dice and see if you have what it takes to become the champion of “Roll for Victory”!

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The post Roll for Victory: Dice Rolling Simulator by MATLAB – A Fun & Flexible Dice Game App for Two Players! appeared first on MATLAB Apps.