Vladimir's repositories
vision_networks
Repo about neural networks for images handling
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.).
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)
H2O-LightGBM-CUDA
CUDA Implementation for the H2O version of the LightGBM package
instacart-basket-prediction
Instacart Market Basket Analysis
kaggle-dsbowl-2018-dataset-fixes
Kaggle Data Science Bowl 2018 dataset fixes
kaggle-imaterialist
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
kaggle-imaterialist2020-model
1st place solution for the iMaterialist (Fashion) 2020
mmdetection
Open MMLab Detection Toolbox and Benchmark
PairCNN-Ranking
A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks