Ivan Kharitonov

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

awesome-ML-in-plasma-physics. ⚛️ ML in fusion industry/science 🍩⚡

end2end_OCR. Course homework in YSDA

Ivan_Kharitonov_CV. TeX

murty. C++

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

serverless-python-action. :zap::snake::octocat: A Github Action for deploying Python projects with the Serverless Framework

yandex-images-download. Python Script to download images from Yandex.Images.

kharitonov-ivan.github.io. Personal webpage and blogpost

nlp_course. YSDA course in Natural Language Processing

RL-Theory-book. TeX

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

space_junk_simulator. Simulator of Space junk objects based on CUDA solver

Practical_RL_public. A course in reinforcement learning in the wild

confessions. Smarty

muzero-general. MuZero

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

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

A_Star. Python

cuda_development_env_in_docker. [WIP] docker image for cuda development

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

byterun. A Python implementation of a Python bytecode runner

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

MIPT_Data_Mining_In_Action_2016. "Data Mining in Action Course", Moscow Institute of Physics and Technologies

Keras-FlappyBird. Using Keras and Deep Q-Network to Play FlappyBird

GoDeeper.