Browsing by Author "Shakleina Iryna"

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    Information system for forecasting sales of the range of building materials on the online trading platform based on the neural network tensor flow
    (онлайн, 2022) Semkiv Mykhaylo; Vysotska Victoria; Shakleina Iryna
    This work is devoted to creating a system for forecasting sales of building materials numbers on the online trading platform based on the neural network Tensor flow. It was decided to develop an information-analytical system by building a tree of goals and analysing the hierarchy. The system is created as an application that runs in a web browser. The application will be available to everyone with the ability to add restrictions later. Sales forecasting is done by obtaining data from various APIs and working with ready-made data sets, allowing you to forecast the future product offer dates. To get a sales forecast, you need to enter data, train the model, validate our finished model and make a forecast.
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    Information system for sounding Ukrainian-language text based on NLP methods and machine learnin
    (онлайн, 2022) Byelousov Illya; Vysotska Victoria; Shakleina Iryna
    This work is devoted to developing an information system for sounding Ukrainian-language text based on NLP methods and machine learning. The authors analyzed the pros and cons of the implemented software solutions for the Ukrainian-language text and took them into account during the implementation of the information system. Methods and frameworks that ensure theapplication's correct, fast and stable operation are also described. A user manual has been created for the correct use of the created system. All processes of using the program are shown, and the control example for productivity confirmation and work of the program is analyzed.