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Xiaoyong Pan's Projects

deep-anpr icon deep-anpr

Using neural networks to build an automatic number plate recognition system

deep-ctr icon deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

deepbind icon deepbind

Training and testing of DeepBind models.

deepcpg icon deepcpg

Deep neural network for predicting methylation states of single cells

deepri icon deepri

Predicting ncRNA-protein interaction using high-level features from stacked autoencoder

dimig icon dimig

Inferring disease-associated miRNAs

disco icon disco

a Map/Reduce framework for distributed computing

dislncrf icon dislncrf

Inferring disease-associated lncRNAs using tissue expression profiles

dragnet icon dragnet

Just the facts -- web page content extraction

drmad icon drmad

DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks

eden icon eden

Explicit Decomposition with Neighborhoods python version

edward icon edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

fast_rgf icon fast_rgf

Multi-core implementation of Regularized Greedy Forest

fastfm-core icon fastfm-core

A short paper describing the library is available on arXiv.

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

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