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Vladimir's Projects

arboretum icon arboretum

Gradient Boosting powered by GPU(NVIDIA CUDA)

benchm-ml icon benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

cub icon cub

CUB is a flexible library of cooperative threadblock primitives and other utilities for CUDA kernel programming.

cumf_als icon cumf_als

CUDA Matrix Factorization Library with Alternating Least Square (ALS)

deepctr icon deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt,Deep Session Interest Network(DSIN)

digits icon digits

Kernels for "Digits Recognizer" problem at Kaggle with TensorFlow: Softmax & Deep versions

fmarket icon fmarket

API built to extract product data from Farfetch. Farfetch is a luxury fashion e-commerce website.

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

luna16 icon luna16

LUNA16 Lung Nodule Analysis - NWI-IMC037 Final Project

markup icon markup

The code we use to render README.your_favorite_markup

mongosm icon mongosm

An OpenStreetMap importer/map-call for MongoDB

nsync icon nsync

nsync is a C library that exports various synchronization primitives, such as mutexes

openblas icon openblas

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

paircnn-ranking icon paircnn-ranking

A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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