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Xin Yu's Projects

annotate_v icon annotate_v

Antibody Annotation - Annotate VH and VL sequences (FR and CDR) in Python

cas icon cas

List of my volunteer projects at the Chinese Antibody Society. https://xinyu-dev.github.io/cas/

cas-analytics-dashboard icon cas-analytics-dashboard

An analytics dashboard built using Plotly Dash (Python) for data visualization of Chinese Antibody Society's multimedia platforms.

cas-covid-mab-tracker icon cas-covid-mab-tracker

Python script using API of ClincialTrials.gov to retrieve therapeutic antibodies for the COVID-19 Antibody Tracker of the Chinese Antibody Society. Tracker: https://chineseantibody.org/covid-19-track/

country-json icon country-json

A simple data of the world by country each in JSON format.

general-image-processing icon general-image-processing

A collection of Python scripts for batch-processing images and facial recognition. 1) “Logo Resizer”: dynamically resizes images to fit bounding box. 2) “Headshot Cropper”: identifies faces using CV2, then extracts faces into round thumbnail images and resizes them. 3) “Volunteer Certificate”: reads data from CSV, dynamically resizes text to fit bounding box, then applies text style, and outputs image as pdf

hopp-woods icon hopp-woods

Prediction of hydrophilicity & antigenic determinants from protein sequences

igblast icon igblast

Detailed explanation on how to setup database for NCBI IgBlast executable, and using it in Python

interactive-datatable icon interactive-datatable

Simple implementation of a responsive, interactive data table using jquery, dataTables.js, and bootstrap. https://xinyu-dev.github.io/interactive-datatable/

mhci-a0201-9mer icon mhci-a0201-9mer

Benchmarking MHC-I epitope prediction algorithms ( IEDB ANN, MHCFlurry, and NetMHCpan-BA) in prediction of high affinity (IC50 < 500 nM) 9-mer binders to human MHC-I HLA-A02:01.

patentseq icon patentseq

Converts image protein sequences in patents (3-letter coded) to 1-letter coded fasta format

plotly.py icon plotly.py

An open-source, interactive graphing library for Python (includes Plotly Express) :sparkles:

swot icon swot

Identify email addresses or domains names that belong to colleges or universities. Help automate the process of approving or rejecting academic discounts.

transmhcii icon transmhcii

Code repository for manuscript: TransMHCII: a novel MHC-II binding prediction model built using a protein language model and an image classifier

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