mai_term01_artificial_intelligence_course

Artificial Intelligence course (Kondarattsev Vadim Leonidovich)

Лабораторные работы № 1, 2, 3, 4, 5, 6 + Курсовая работа 1 (ML + ПГП)

Конечномерная оптимизация, градиентные методы

тема «Оптимизация в ML»

• Выполнила: Кухтенкова П.Г.
• Группа: M8O-114M-22
• Преподаватель: Кондаратцев В.Л.

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Project description

Contains folders and files with laboratory works.

Folders

• coursework_ml_01 - stores coursework on "Datasets"
• coursework_mpi_01 - stores coursework on "MPI"
• datasets - stores datasets
• gifs - stores gifs of charts
• seminars - stores files with tasks dealed with during seminars
• utils - stores files with default charts

Files

• 01_laboratory_work - stores laboratory work on "sgd"
• 02_laboratory_work - stores laboratory work on "pygmo"
• 03_laboratory_work - stores laboratory work on "numba"
• 04_laboratory_work - stores laboratory work on "optuna"
• 05_laboratory_work - stores laboratory work on "parzen-rozenblatt"
• 06_laboratory_work - stores laboratory work on "sampling"