Yifeng Tao's repositories
genome-transformer
Predicting multiple cancer phenotypes based on somatic genomic alterations via the genomic impact transformer
Gene2vec-1
Gene2Vec: Distributed Representation of Genes Based on Co-Expression
yifengtao.github.io
Yifeng Tao's homepage
996.ICU
Repo for counting stars and contributing. Press F to pay respect to glorious developers.
BERT-multi-gpu
multi gpu training in one machine for BERT
coding-interview-university
A complete computer science study plan to become a software engineer.
DeepLearningSurvival
PyTorch implementation of Deep Survival Models.
DPPI
A convolutional neural network to predict PPI interactions
drsa
Deep Recurrent Survival Analysis, an auto-regressive deep model for time-to-event data analysis with censorship handling.
jnci_2018
Recurrent gains in RET and HER2 signaling represent clinically actionable targets in breast cancer brain metastases
LearnToPayAttention
PyTorch implementation of ICLR 2018 paper Learn To Pay Attention (and some modification)
leetcode-share
This repository shares my leetcode problems solving experience.
protein-sequence-embedding-iclr2019
Source code for "Learning protein sequence embeddings using information from structure" - ICLR 2019
SCS_deconvolution
code implementing methods for pooling bulk and single cell data for copy number deconvolution
Seq2Seq-PyTorch
Sequence to Sequence Models with PyTorch
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.
Survival-Analysis-using-Deep-Learning
This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
ticker.sh
Real-time stock tickers from the command-line.
transfer
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks
Weaver
Allele-Specific Quantification of Structural Variations in Cancer Genomes
WebRobot
Scripts to realize ligand searching task automatically in the course: Introduction to Computational Structural Biology.