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Name: OpenMind

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OpenMind's Projects

cancer-data

TCGA data acquisition and processing for Project Cognoma

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) by Hinton in the paper Dynamic Routing Between Capsules

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

cascaded-fcn

Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"

cbcl2mat

Download the MIT CBCL face images data set, and convert it to a MATLAB-friendly format.

chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

champdemos

This repository contains some demos for using ChAMP R package to analysis illumina 450K or EPIC methylation array.

cidr

Clustering through Imputation and Dimensionality Reduction

cifar-benchmark

A benchmark on cifar dataset using { PyTorch, mxnet-gluon, Tensorflow }

class-activation-mapping-cam-in-mxnet

This project propose a simple example to expose the implicit attention of Convolutional Neural Networks on the image.

classification_models

running multiple prediction classification models, and comparing with basic evaluation metrics

cleverhans

A library for benchmarking vulnerability to adversarial examples

cluster_roi

Python script to perform the spatially constrained parcellation of functional MRI data as described in Craddock et al., Human Brain Mapp., 33 (9) 2012

clusterbootstrap

Analyze Clustered Data with Generalized Linear Models using the Cluster Bootstrap

clustering

Clustering algorithms: k-means and kernel k-means and evaluation metrics: purity and NMI

clustering-with-deep-learning

Generic implementation for clustering with deep learning : representation learning (DNN) + clustering

clusteringdatasets

An R package providing datasets useful for testing clustering algorithms

clusterprofiler

:bar_chart:statistical analysis and visualization of functional profiles for genes and gene clusters

clusterr

Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids clustering

cmake

CMake, the cross-platform, open-source build system.

cmna-pkg

Computational Methods for Numerical Analysis

A Deep Neural Networks Toolbox for Matlab/Octave. Several Deep Nets such as Convolutional Nets, Deconvolutional Nets, Auto-encoders, Convolutional Autoencoders, Multi-layer Perceptron can be inplemented by provided components. Try it with yourself~

cnn

This is a matlab-code implementation of convolutional neural network

cnn-benchmarks

Benchmarks for popular CNN models

cnn-dicom-segmentation

DICOM Image Segmentation with CNNs in Tensorflow

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