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This document outlines core and advanced programming concepts that should be demonstrated in a single-page application (SPA). The core concepts that must be demonstrated include: control structures like sequence, selection, and iteration; modularity through built-in and user-defined functions; common data types like numbers, strings, and Booleans; and common data structures like variables, arrays, and text files. Advanced concepts include nested control structures, JavaScript classes and functions, associative arrays, event handlers, and recursion.
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В докладе мы будем ориентироваться на лучшие мировые практики (AllenNLP) и свой собственный опыт. Расскажем, как нужно структурировать ваш пайплайн и особенности каждой его составляющей: как правильно оформлять входящие данные, итераторы по датасету, каким должен быть словарь, подготовка данных и др. Будут приведены примеры с реальных задач и показано, как это помогает в воспроизводимости и легкости дальнейшего использования.
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Оформление пайплайна в NLP проекте, Виталий Радченко. 22 июня, 2019
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