Aleksandr Samofalov's Projects
Online repository to work from any locations and shared ideas
Automated Time Series Forecasting
Main idea is to study work on kubernetis and parallelizing calculations with PySpark
Hackaton project githyb dir for the first task 'PGK "Oracul"'. R5 team!
An example task for ML Enginner position for social network app at IT company.
Change Point Detection task solutions and experiments for directional drilling operation at thin oil layer / Π Π΅ΡΠ΅Π½ΠΈΠ΅ Π·Π°Π΄Π°ΡΠΈ ΠΏΠΎΠΈΡΠΊΠ° ΡΠΎΡΠ΅ΠΊ ΠΏΠ΅ΡΠ΅Ρ
ΠΎΠ΄Π° ΠΌΠ΅ΠΆΠ΄Ρ ΠΏΠ΅ΡΡΠ°Π½ΠΈΡΡΡΠΌ ΠΈ Π³Π»ΠΈΠ½ΠΈΡΡΡΠΌ ΠΏΠ»Π°ΡΡΠΎΠΌ Π²ΠΎ-Π²ΡΠ΅ΠΌΡ Π½Π°ΠΏΡΠ°Π²Π»Π΅Π½Π½ΠΎΠ³ΠΎ Π±ΡΡΠ΅Π½ΠΈΡ ΡΠΊΠ²Π°ΠΆΠΈΠ½Ρ.
A baseline Docker Apache Airflow from 2020
Pet projects in Cryptography
Homework experiment results
Personal algorithmic task solutions saved from platforms like Yandex.Context, CodeWars and Karpov.Courses / Π Π΅ΡΠ΅Π½Π΅ ΠΎΠ»ΠΈΠΌΠΏΠΈΠ°Π΄Π½ΡΡ
Π·Π°Π΄Π°Ρ Π½Π° ΠΏΠ»Π°ΡΡΠΎΡΠΌΠ΅ Π―Π½Π΄Π΅ΠΊΡ.ΠΠΎΠ½ΡΠ΅ΠΊΡΡ, CodeWars, Karpov.Courses
Multifunctional chatbot for information surfing purpose based on Telegram messenger / ΠΠ½ΠΎΠ³ΠΎΡΡΠ½ΠΊΡΠΈΠΎΠ½Π°Π»ΡΠ½ΡΠΉ Π±ΠΎΡ Π΄Π»Ρ ΡΠ΅ΡΠ΅Π½ΠΈΡ Π·Π°Π΄Π°ΡΠΈ ΠΏΠΎΠΈΡΠΊΠ° ΠΈΠ½ΡΠΎΡΠΌΠ°ΡΠΈΠΈ Π½Π° ΠΎΡΠ½ΠΎΠ²Π΅ Telegram ΠΌΠ΅ΡΡΠ΅Π½Π΄ΠΆΠ΅ΡΠ°.
gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
Ad huc solution for anomaly classification of HTTP requests between service and end-user based on limited data / Π Π΅ΡΠ΅Π½ΠΈΠ΅ Π·Π°Π΄Π°ΡΠΈ ΠΏΠΎΠΈΡΠΊΠ° Π°Π½ΠΎΠΌΠ°Π»ΡΠ½ΡΡ
HTTP Π·Π°ΠΏΡΠΎΡΠΎΠ² (ΠΈΡ
ΠΊΠ»Π°ΡΡΠΈΡΠΈΠΊΠ°ΡΠΈΠΈ) ΠΊ ΡΠ΅ΡΠ²ΠΈΡΡ.
This is a public storage for all of my homework at Karpov Courses
A friendly package for Kepler & TESS time series analysis in Python.
A resource for learning about Machine learning & Deep Learning
Medical issue. Binary classification problem task for X-Ray images / ΠΠ΅Π΄Π΅ΡΠΈΠ½ΡΠΊΠ°Ρ Π·Π°Π΄Π°ΡΠ°. ΠΡΠΎΠ±Π»Π΅ΠΌΠ° Π±ΠΈΠ½Π°ΡΠ½ΠΎΠΉ ΠΊΠ»Π°ΡΡΠΈΡΠΈΠΊΠ°ΡΠΈΠΈ ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ ΡΠ΅Π½ΡΠ³Π΅Π½ΠΎΠ²ΡΠΊΠΈΡ
ΡΠ½ΠΈΠΌΠΊΠΎΠ².
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
A Reinforcement Learning agent that learns how to to solve maze missions in Minecraft.
Main point is to create a model which is able to classificate IT scientific labels
Education purpose project to create a recomendation posts service for random social network / Π£ΡΠ΅Π±Π½ΡΠΉ ΠΏΡΠΎΠ΅ΠΊΡ ΠΏΠΎ ΡΠΎΠ·Π΄Π°Π½ΠΈΡ ΡΠ΅ΠΊΠΎΠΌΠ΅Π½Π΄Π°ΡΠ΅Π»ΡΠ½ΠΎΠΉ ΡΠΈΡΡΠ΅ΠΌΡ ΠΏΠΎΡΡΠΎΠ² Π² ΡΠ°ΠΌΠΊΠ°Ρ
ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΡ Karpov.Courses Start ML.
For k8s practice at ITMO
Synthetic Data Generation for tabular, relational and time series data.
Machine Learning algorithms implemented from scratch
The aim is make a simple GAN model in 3 days to create faces on laptop
ML test for internship
Python implementation of the wavelet analysis found in Torrence and Compo (1998)