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!!
Its super basic flask and super basic machine learning!
All of this was completly new to me, and hoenstly the time it says lowky doenst even come close to how long i spent on it because of just how many things would constently go wrong or. I wouldnt undrestand and id have to spend an hour debugging or watch 3 youtube videos
I also couldnt figure out how to upload a demo for the life of me, I think it works now tho. love you slack
All and all it was hoenbstly pretty frustirating but hey it works! so can i really complain? specially since I knew 0 flask going into it. I can finally sleep now though
FInishedddd (i know its short Its just a challange i had for myself iy was lowky so confusing too but i think i got it, i was having such a hard time undrestabnding classification and regression i spent X3 the hours logge djust wathcving youtube tutorials and crashing out but i hope you find this acceptble) This was so unnecessarily complicated
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Sooo, so far it exists (yippee)
it takes the data and satores it in a jason file (yippeee*2)
its very beautiful, I know
thats it tho i need to actually give it ai now
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Craeted a framework (took me couple hours but worth it)
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