k3nj1r0u's Projects
The algorithm and datastructure that I learned.
This Convolutional Neural Network model searches similarly working protease you want.
This program is search proteases that cleave Spike protein.
the problem file about bin2jpeg problem
this is the writeup that I solved ctf problems.
Create a trained ML model for four proteases (HAT, DESC1, TMPRSS2, TMPRRSS4) known to cleave the spike protein. I determined parameters such as the kernel size, the number of convolutional layers, the number of neurons in the hidden layer, the batch size, and the Epochs by depth-first search in the full connection model and the CNN model. As an index for determining the parameters, I adopted the highest prediction value (accuracy) for each parameter by arranging the verification data. The degree of cleavage was examined by applying the ML model created with the determined parameters to the spike protein cleavage site.
test
Program sets for programing contest