Immune Trace Hunter

In Immune Trace Hunter, you play as a scientist tasked with identifying immune traces in T cell receptors to detect diseases. Use advanced technology to sequence T cell receptors, and analyze 3D X-ray crystallographic structures to search for continuous strips of amino acid residues that may harbor immune responses. Evaluate each snippet of amino acids using a linear kernel to identify the highest-scoring snippet and determine its probability of representing an immune trace. Fit the weights and bias values using thousands of model replicas in parallel to strive towards the global optimum, ensuring accurate identification of immune traces. Each successful identification contributes to creating a biomarker to diagnose an infectious disease, autoimmune disorder, or cancer.