lishen Goto Github PK

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

ddsm

Digital Database for Digital Mammography Software

ddsmtools

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.

dream2016_dm

My entry to the DREAM2016 digital mammography challenge for breast cancer diagnosis

end2end-all-conv

Deep Learning to Improve Breast Cancer Detection on Screening Mammography

frcnn_cad

Computer aided detection using Faster-RCNN

hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

hyperopt-sklearn

I have made contributions in this forked version and merged all commits back to the original repository

imreg

Image Registration Algorithms

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

ljpeg-ddsm

logisticregression_cancerclassification

Dimension-reduction based logistic regression algorithm used to predict cancer types.

machine_learning_edu

Machine learning education

mixturemodel_geneclustering

Gene clustering based on a mixture model of joint probabilistic distribution of array signals and DNA sequences

multiclass_outputcoding

A multi-class classification strategy using error-correction output-coding.

my-contributions-to-open-ml

A collection of my contributions to open-source machine learning community

oncodata_public

Python wrappers for dicom conversion.

scripts-ubuntu-debian

Scripts for Ubuntu/Debian

sp500_ml

Forecasting S&P500 log returns with machine learning

spatial-transformer-network

A Tensorflow Implementation of Spatial Transformer Networks

star-genome-browser

stn.keras

Implementation of spatial transformer networks (STNs) in keras 2 with tensorflow as backend.