Aleksandr Samofalov's repositories
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.
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
DemoRecommendationService2024
An example task for ML Enginner position for social network app at IT company.
minbpe
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
AutoTS
Automated Time Series Forecasting
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.
GeneralPurposeTelegramBOT
Multifunctional chatbot for information surfing purpose based on Telegram messenger / Многофункциональный бот для решения задачи поиска информации на основе Telegram мессенджера.
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.
DataWagonHack
Hackaton project githyb dir for the first task 'PGK "Oracul"'. R5 team!
Karpov_StartML_2023
This is a public storage for all of my homework at Karpov Courses
VK_summer_2023
ML test for internship
SDV
Synthetic Data Generation for tabular, relational and time series data.
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
gpt4all_project
gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
Encoding_Decoding_Algorithms
Pet projects in Cryptography
docker-airflow
A baseline Docker Apache Airflow from 2020
MedicalImagesClassification
Medical issue. Binary classification problem task for X-Ray images / Медецинская задача. Проблема бинарной классификации изображений рентгеновских снимков.
EvoAlgorithms_2022
Homework experiment results
Minecraft-AI
A Reinforcement Learning agent that learns how to to solve maze missions in Minecraft.
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
Big-Data-with-PySpark-spring-2022-at-ITMO
Main idea is to study work on kubernetis and parallelizing calculations with PySpark
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
NLP-project-at-ITMO-summer-2022
Main point is to create a model which is able to classificate IT scientific labels
school-dev-k8s
For k8s practice at ITMO
wavelets
Python implementation of the wavelet analysis found in Torrence and Compo (1998)
siml
Machine Learning algorithms implemented from scratch