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Yao Huaxin's Projects

3dunetcnn icon 3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

abu icon abu

阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构

alpa icon alpa

Training and serving large-scale neural networks

ants icon ants

Advanced Normalization Tools (ANTs)

aparapi icon aparapi

Automatically exported from code.google.com/p/aparapi

awmf-cnn icon awmf-cnn

Codes for our paper " Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology".

batchgenerators icon batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

caffe-lms icon caffe-lms

Caffe: a fast open framework for deep learning.

cub icon cub

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

cutlass icon cutlass

CUDA Templates for Linear Algebra Subroutines

deepslide icon deepslide

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

deepstock icon deepstock

Technical experimentations to beat the stock market using deep learning :chart_with_upwards_trend:

dl-paper icon dl-paper

The paper in the field of deep learning

fbcunn icon fbcunn

Facebook's extensions to torch/cunn.

fcn icon fcn

Fully Convolutional Networks

fpn.pytorch icon fpn.pytorch

Pytorch implementation of Feature Pyramid Network (FPN) for Object Detection

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