kharitonov-ivan

multi-object-tracking-in-python

📡 implementation of multi object tracking algorithms including PMBM (Poisson Multi Bernoulli Mixture filter) in Python 🐍

end2end_OCR

Course homework in YSDA

A_Star

byterun

A Python implementation of a Python bytecode runner

catboost_SE

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

confessions

cuda_development_env_in_docker

[WIP] docker image for cuda development

DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

fastmurty

Murty's algorithm with optimizations from Miller,Stone,Cox

FOTS

OCR detection for ICDAR2015, which is based on FOTS, the precision is 80.6%.

fsoco

Formula Student Objects in Context Dataset for the Formula Student Driverless competitions

GoDeeper

Ivan_Kharitonov_CV

Keras-FlappyBird

Using Keras and Deep Q-Network to Play FlappyBird

kharitonov-ivan.github.io

Personal webpage and blogpost

MIPT_Data_Mining_In_Action_2016

"Data Mining in Action Course", Moscow Institute of Physics and Technologies

ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.

murty

muzero-general

MuZero

nlp_course

YSDA course in Natural Language Processing

pmbm-filter

PMBM filter for Multi-Object Tracking with a focus on NuScenes dataset.

Practical_RL_public

A course in reinforcement learning in the wild

RL-Theory-book

serverless-python-action

:zap::snake::octocat: A Github Action for deploying Python projects with the Serverless Framework

space_junk_simulator

Simulator of Space junk objects based on CUDA solver

yandex-images-download

Python Script to download images from Yandex.Images.