Li Shen's repositories
end2end-all-conv
Deep Learning to Improve Breast Cancer Detection on Screening Mammography
dream2016_dm
My entry to the DREAM2016 digital mammography challenge for breast cancer diagnosis
my-contributions-to-open-ml
A collection of my contributions to open-source machine learning community
machine_learning_edu
Machine learning education
Multiclass_OutputCoding
A multi-class classification strategy using error-correction output-coding.
OncoData_Public
Python wrappers for dicom conversion.
BayesnetLearning_GeneRegulation
Bayesian network learning of gene regulatory rules
BooleanNet_PredictPhenotype
A Boolean network model to predict the phenotype of a biological network
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
cs231n.github.io
Public facing notes page
DDSMUtility
This is a utility written by me to greatly simplify downloading, converting, viewing and extracting annotations from the Digital Database for Screening Mammography (DDSM) database available here: http://marathon.csee.usf.edu/Mammography/Database.html
dm-python-example
This is an example of a DM Challenge submission in Python.
frcnn_cad
Computer aided detection using Faster-RCNN
hyperopt-sklearn
I have made contributions in this forked version and merged all commits back to the original repository
ImReg
Image Registration Algorithms
LogisticRegression_CancerClassification
Dimension-reduction based logistic regression algorithm used to predict cancer types.
MixtureModel_GeneClustering
Gene clustering based on a mixture model of joint probabilistic distribution of array signals and DNA sequences
scripts-ubuntu-debian
Scripts for Ubuntu/Debian
spatial-transformer-network
A Tensorflow Implementation of Spatial Transformer Networks