Xinsong Du's Projects
16S rRNA amplicon sequencing analysis workflow using QIIME2
Terminal session recorder š¹
A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin
Exercises for machine learning
Mapping a variable-length sentence to a fixed-length vector using pretrained BERT model
Docker Containers for Bioconductor - NEW!
BioML course assinments
Demonstrating best practices for bioinformatics command line tools
Demonstrating best practices for bioinformatics command line tools
:green_book: CEU Mass Mediator RESTful API in R :rocket:
Container for xcms + various R scripts
data upload
Xinsong's Curriculum Vitae
An implementation of disconnected RNN with Tensorflow
Predicting mortality risk of adult in-hospital febrile neutropenia patients with machine learning approach
Automatic link generation in Hexo posts
Deep Learning for humans
Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper.
Python codes for common Machine Learning Algorithms
Code associated with the manuscript: Deep Neural Networks for Classification of LC-MS Spectral Peaks
Resources for "Natural Language Processing" Coursera course.
Code and files for the main nf-core website.
A simple portfolio Jekyll theme:
A course in reinforcement learning in the wild