2015

Public material for CS109

3d-machine-learning

A resource repository for 3D machine learning

academic-kickstart

ad-dl

Framework for the reproducible classification of Alzheimer's disease using deep learning

airbnb-data-collection

Data collection for Airbnb listings.

algorithm-excercise

Algorithm and Data Structure. leetcode/lintcode excercise

ancis-pytorch

Attentive Neural Cell Instance Segmentation

atten_deep_mil

Attention-based Deep MIL implementation and application

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

awesomecv

记录state-of-art计算机视觉相关论文。

caption-guided-saliency

Supplementary material to "Top-down Visual Saliency Guided by Captions" (CVPR 2017)

cgc-net

cell graph convolutional network

challenge_datadreams

This is for DataDreams Challenge in China

clam

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

clevr-iep

Inferring and Executing Programs for Visual Reasoning

coma

Convolutional Mesh Autoencoders for Generating 3D Faces

convolutional_autoencoder

Code for a convolutional autoencoder written on python, theano, lasagne, nolearn

covnet

Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT

cs231n

data-science-bowl-2018

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

dbc

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

deep-mil-for-whole-mammogram-classification

Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification." MICCAI 2017.

deepattnmisl_media-1

Contain codes of MEDIA'20 paper

deepcca

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with Keras.

deeppath

Classification of Lung cancer slide images using deep-learning

dilation-keras

Multi-Scale Context Aggregation by Dilated Convolutions in Keras

doctorai

Repository for Doctor AI project