Worksheet: Jan

Iteration II.

Week	Hours	Issue	Description	Evidence
Week 6.	6	(SCA11), (SCA20)	Developing the idea and preparing proposed method
Week 7.	7	(SCA12)	Preparing presentation and documentation, 1. phase, adding comments	presentation
Week 8.	5	(SCA16) Entropy Detection	Exteded project to be able to use different algorithms, for instance entropy for our evaluation method	e04fb2e
	8		Preparing presentation and documentation, 2. phase, adding comments	presentation
SUM	26

Code	Name	Description	Asigned To	Status
SCA-20	Filters / Convolutions for nested classifications	We need to have some sort of convolution or filter on the input vectors to be able to recognize not only if a line of code is 80% loop and 20% conditional, for example, but also that if it were a loop as it suggests that it is say 95% for loop, 3% while, 2% do while, etc. Essentially: investigate methods of convolution and creating deeper classifications.	Jan	Backlog
SCA-12	Discover a worthy DL Model	We need to have a deep learning model that supports our system. Currently we are using 3 layered sequential network with 64 nodes each and are only comparing tokens	Jan	In Development
SCA-16	Entropy Detection	Given code that has been classified line by line, detect the entropy with experimental weights	Jan	In Development
SCA-11	Creating a proposed classification model	We need to have distinct categories for classifying lines of code	Jan	Review