sh1ng

arboretum

Gradient Boosting powered by GPU(NVIDIA CUDA)

imba

vision_networks

Repo about neural networks for images handling

arboretum_benchmark

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.).

boosting_tree_benchmarks

cub

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

cumf_als

CUDA Matrix Factorization Library with Alternating Least Square (ALS)

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

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

fmarket

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

H2O-LightGBM-CUDA

CUDA Implementation for the H2O version of the LightGBM package

h2o4gpu

H2Oai GPU Edition

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

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.

llm-perf-bench

luna16

LUNA16 Lung Nodule Analysis - NWI-IMC037 Final Project

mmdetection

Open MMLab Detection Toolbox and Benchmark

nsync

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

OpenBLAS

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

PairCNN-Ranking

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

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

thrust_async

trove

Full-speed Array of Structures access

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

xDeepFM

xgboost

Large-scale and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, on single node, hadoop yarn and more.