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jetbrains_academy_courses

Here some projects from "Python Core" course by JetBrains Academy will be stored. There are four levels: easy, medium, hard and challenging.

ml_dl_models_from_scratch

This repository is for machine learning models created by hand, i.e. without specific libraries.

nlp_cs224n_assignments

nlp_text_generator_trigrams

A hard project form the "Python core" course by JetBrains. There is a python code of implementation of a text generator based on trigrams.

recommender_system_vk_coreml

Comparison of two approaches for building a recommender system presented. The first one is a collaborative filtering. The second one is hybrid recommender system. This project is the second stage of a contest for an internship in VK.

upm_mllb_i

Mid-term project of the "Machine Learning" course at Polytechnic university of Madrid. Mostly, it is related to EDA, different machine learning models and table data. There are two problems: classification and regression.

upm_mllb_ii

The final project of the "Machine Learning" course at the Polytechnic University of Madrid. This project is related to the computer vision field (traffic sign recognition problem).

yandex_profi_ml

It's my solution of the All Russian Olympiad "Ya-Professional" in Machine Learning. I became a winner of this Olympiade (the 7th place in the top-10).