tu1026 / ctdna_website

My implementation of a website that uses Rust and simple javascript to host a machine learning model that is trained on 700+ metastatic prostate cancer patients

ctDNA_website

This website is built using the Rocket framework with Rust interacting with ML model trained using Ray and Xgboost. The cross-language communication is acheived using protobuf and zeromq.

My implementation of a website that uses Rust and simple javascript to host a machine learning model that is trained on 700+ metastatic prostate cancer patients

ctdna_predict

Source code for the ctdna.org website

Installation for python requirments

... activate environment ... pip install -r requirements.txt

Starting the server

... activate environment ... python src/CommunicationProtocol/server.py cargo run