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xieyanfu's Projects

annoy icon annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

annualreview-complearning icon annualreview-complearning

Demonstration code for the paper 'Bringing machine learning and compositional semantics together' (Percy Liang and Christopher Potts)

asgd icon asgd

Averaged Stochastic Gradient Descent Classifiers

boost.numpy icon boost.numpy

Boost.Python interface for NumPy; in preparation for eventual proposal to Boost (manual mirror of Boost Sandbox SVN)

clstm icon clstm

A small C++ implementation of LSTM networks, focused on OCR.

cnn-explainer icon cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/

cnn-for-handwritten-kanji icon cnn-for-handwritten-kanji

A convolutional neural network for handwritten kanji recognition, written using Keras. Uses elastic distortions for dataset augmentation.

cnn-zh icon cnn-zh

CNN for Handwriting Chinese Character Recognition

convolutional-neural-networks icon convolutional-neural-networks

CNN implementaion in theano with many features such as dropouts, adagrad, momentum, svm layer and access to many datasets through skdata.

deep-planning icon deep-planning

An application of stacked denoising autoencoders to multi-modal (images and audio) abstract feature discovery

deephccr icon deephccr

Offline Handwritten Chinese Character Recognition based on GoogLeNet and AlexNet (With CaffeModel)

denoisingautoencoder icon denoisingautoencoder

Python implementation of Stacked Denoising Autoencoders for unsupervised learning of high level feature representation

digits icon digits

Recognizing Handwritten Digits (Kaggle Competition)

edgethinning icon edgethinning

Zhang-Suen thinning algorithm using OpenCV(C++) wrapped by boost-python for python3.x or python2.x calls

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