ai-for-directional-drilling-at-oil-and-gas-layers-master-project-at-itmo-2021-2023

Online repository to work from any locations and shared ideas

autots

Automated Time Series Forecasting

big-data-with-pyspark-spring-2022-at-itmo

Main idea is to study work on kubernetis and parallelizing calculations with PySpark

datavis.homework

datawagonhack

Hackaton project githyb dir for the first task 'PGK "Oracul"'. R5 team!

demorecommendationservice2024

An example task for ML Enginner position for social network app at IT company.

directionaldrillingchangepointdetection

Change Point Detection task solutions and experiments for directional drilling operation at thin oil layer / Решение задачи поиска точек перехода между песчанистым и глинистым пластом во-время направленного бурения скважины.

docker-airflow

A baseline Docker Apache Airflow from 2020

encoding_decoding_algorithms

Pet projects in Cryptography

evoalgorithms_2022

Homework experiment results

generalalgorithms

Personal algorithmic task solutions saved from platforms like Yandex.Context, CodeWars and Karpov.Courses / Решене олимпиадных задач на платформе Яндекс.Контекст, CodeWars, Karpov.Courses

generalpurposetelegrambot

Multifunctional chatbot for information surfing purpose based on Telegram messenger / Многофункциональный бот для решения задачи поиска информации на основе Telegram мессенджера.

gishb

gpt4all_project

gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

httprequestclassification

Ad huc solution for anomaly classification of HTTP requests between service and end-user based on limited data / Решение задачи поиска аномальных HTTP запросов (их классификации) к сервису.

karpov_startml_2023

This is a public storage for all of my homework at Karpov Courses

machine-learning-collection

A resource for learning about Machine learning & Deep Learning

medicalimagesclassification

Medical issue. Binary classification problem task for X-Ray images / Медецинская задача. Проблема бинарной классификации изображений рентгеновских снимков.

minbpe

Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

minecraft-ai

A Reinforcement Learning agent that learns how to to solve maze missions in Minecraft.

nlp-project-at-itmo-summer-2022

Main point is to create a model which is able to classificate IT scientific labels

postrecomendationservice

Education purpose project to create a recomendation posts service for random social network / Учебный проект по созданию рекомендательной системы постов в рамках программы Karpov.Courses Start ML.

school-dev-k8s

For k8s practice at ITMO

sdv

Synthetic Data Generation for tabular, relational and time series data.

siml

Machine Learning algorithms implemented from scratch

summer-camp-deggendorf-ti-simple-gan-for-face-generation-2022

The aim is make a simple GAN model in 3 days to create faces on laptop

vk_summer_2023

ML test for internship

wavelets

Python implementation of the wavelet analysis found in Torrence and Compo (1998)