Pinned Repositories
deep_pipe
Repository for tools, useful for medical image analysis, including preprocessing, data augmentation, performance validation and final prediction
external_sort
MergeSort for large files that can not be allocated in RAM
GPy
Gaussian processes framework in python
Improving-MCMC-by-Proposal-Learning
Implementation the article "GENERALIZING HAMILTONIAN MONTE CARLO WITH NEURAL NETWORKS"
kernel_regression
Implementation of Nadaraya-Watson kernel regression with automatic bandwidth selection compatible with sklearn.
mhc
MIPT-Opt
A course on Optimization Methods [in Russian]
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Robyn
Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.
testing_to_ya_taxi
Task for Yandex Taxi interview
NikolayLutsyak's Repositories
NikolayLutsyak/deep_pipe
Repository for tools, useful for medical image analysis, including preprocessing, data augmentation, performance validation and final prediction
NikolayLutsyak/external_sort
MergeSort for large files that can not be allocated in RAM
NikolayLutsyak/GPy
Gaussian processes framework in python
NikolayLutsyak/Improving-MCMC-by-Proposal-Learning
Implementation the article "GENERALIZING HAMILTONIAN MONTE CARLO WITH NEURAL NETWORKS"
NikolayLutsyak/kernel_regression
Implementation of Nadaraya-Watson kernel regression with automatic bandwidth selection compatible with sklearn.
NikolayLutsyak/mhc
NikolayLutsyak/MIPT-Opt
A course on Optimization Methods [in Russian]
NikolayLutsyak/openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
NikolayLutsyak/Robyn
Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.
NikolayLutsyak/testing_to_ya_taxi
Task for Yandex Taxi interview
NikolayLutsyak/Universe