tlikhomanenko

tagging_LHCb

LHCb tagging algorithms upgrade

optimize-coordconv

Optimized CoordConv operation for NNs

reweighting_tutorial

Tutorial on BDT reweighter

tlikhomanenko

About Me

jet_tagging_LHCb

Identification of beauty and charm quark jets at LHCb

boosting_tree_benchmarks

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flashlight

A C++ standalone library for machine learning

LHCb-topo-trigger

LHCb RUN-II topological trigger upgrading

LightGBM

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

MLatGradDays

Machine Learning session on Grad Days at Heidelberg university 2017

MLatImperial2017

Materials for the course of machine learning at Imperial College organized by YSDA

tlikhomanenko.github.io

Transformer-Clinic

Understanding the Difficulty of Training Transformers

wav2letter

Facebook AI Research's Automatic Speech Recognition Toolkit

YSDA_deeplearning17

Yandex SDA classes on deep learning. Version of year 2017

flavours-of-physics-start

Starter kit for "Flavours of Physics" challenge at Kaggle

hep_ml

Machine learning algorithms for high energy physics.

mlx-data

Efficient framework-agnostic data loading

rep

Machine Learning toolbox for Humans

REP_tutorial

Examples of using yandex/rep framework