a Flask web app that recommends study times, topics, or review strategies based on user input and past learning behavior. its not actually ai or a studdy buddy it just sounded catchy (but you can choose little pets)
Github copilot for debugging and asking questions
FIANLLY FINISHED IT
the app has structure, CSS and login now yipeeeeee and ive spoent the past ,WAY TOO LONG like 6 hours hyepr focusing on thuis bc i rly didnt wanna do my hoemwork but im like so proud of her
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Ok so last tiem i made a super basic flask app it was just a very basic machine elkarning mdoel and a dform this time i wanted to take taht and do MOREEEE. you can log in (this was teh feature taht i dreaded the most but it turned out fine), log study sessions, tell it your assigments nd see a graph of your study lately. ALSO THE PART THAT I MMOS TPROUD OF IS YOU CAN CHOOSE LITTLE PETS ISNT THAT THE CUTEST(thank you awsome font). the thing that i would change for next time is insread of json files i uwould use data bases but that was maybe too many new thinsg for this project.
Today i tried diffrent moderls beside decision tree classifier and tested their (SEEMED VERY SUSPICIOUS but apprently i just didnt have enough data hetes how accurate we looking now and pretty bc css). I also had to find an afficient away to generate enough data to train my modal on.
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Changed how i recive data, now you can choose between 3 energy levels
added some css
added a place were you can try out hypothatical study sessions to see if they would be “Effective”
gives reccomendations
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Currently the app can:
take in study sessions data pooints from 4 set subjects (the ability to adfd sujescts will be added later)
train a modal based on tah data
recoomend ideal tiem t ostudy (the accuracy is a bit TBC but yk it does soemthing)
it has a predictionb form where you give it a “planned study session” and it tells you if its effective or not
most notbly i learneda bunch of new scikit learn functions like .predict and .feature_importances_
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Looking forward to seeing this later!
cool!!