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Yifeng Tao's Projects

nrlpapers icon nrlpapers

Must-read papers on network representation learning (NRL)/network embedding (NE)

picobrew icon picobrew

Pieces of code for biomedical research work (in Python)

planetoid icon planetoid

Semi-supervised learning with graph embeddings

scs_deconvolution icon scs_deconvolution

code implementing methods for pooling bulk and single cell data for copy number deconvolution

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

ticker.sh icon ticker.sh

Real-time stock tickers from the command-line.

transfer icon transfer

Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks

weaver icon weaver

Allele-Specific Quantification of Structural Variations in Cancer Genomes

webrobot icon webrobot

Scripts to realize ligand searching task automatically in the course: Introduction to Computational Structural Biology.

word2vec icon word2vec

Automatically exported from code.google.com/p/word2vec

wscunmix icon wscunmix

weighted simplicial complex unmixing code for use with matlab

xx-net icon xx-net

接力GoAgent翻墙工具----Anti-censor tools

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