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tifftliu's Projects

3dunetcnn icon 3dunetcnn

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

awesome-deepbio icon awesome-deepbio

A curated list of awesome deep learning applications in the field of computational biology

basset icon basset

Convolutional neural network analysis for predicting DNA sequence activity.

c3 icon c3

Cancer Clustering Collaborative

cadl icon cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

conv_seq2seq icon conv_seq2seq

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

densenet icon densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dsb2017 icon dsb2017

Code for 2nd place solution to the 2017 National Data Science Bowl

dsb3 icon dsb3

A deep learning framwork for lung cancer prediction

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

fairseq-py icon fairseq-py

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fb.resnet.torch icon fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

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