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beginlearning

Practices for machine learning

c3d

C3D is a modified version of BVLC caffe to support 3D ConvNets.

caffe

Caffe: a fast open framework for deep learning.

caffe_multilabel_classification

This is a instance of multilabel classification in caffe. Thanks to the tools of multi-label data conversion tool in https://github.com/HolidayXue/CodeSnap by HolidayXue.

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

chinese-ufldl-tutorial

中文版的UFLDL教程，该版本翻译自新版UFLDL Tutorial。

concept-to-clinic

ALCF Concept to Clinic Challenge

datascienceandmachinelearning

data science and machine learning resource, include paper, blog, book etc.

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

distribute_mnist

TensorFlow分布式MNIST手写字体识别实例

document

fcn.tensorflow

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

ftpdowload

download entire directory of the target ftp site(DDSM)

interactiveimagegraphcutsegmentation

An ITK/VTK implementation of graph cuts based image segmentation

machinelearning

This project contain some machine learning algrithm demo.Maybe the code is also useful to you.

models

Models and examples built with TensorFlow

multi-object-tracking-paper-list

Paper list and source code for multi-object-tracking

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

niftynet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

pysecurity

Python tutorials

scikit-neuralnetwork

Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn.

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-deeplab-resnet

DeepLab-ResNet rebuilt in TensorFlow

tensorflow-project-template

A best practice for tensorflow project template architecture.

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

theano-rnn

Demonstration of recurrent neural network implemented with Theano

theano_lstm

:microscope: Nano size Theano LSTM module