I’m learning how to use PyTorch
I used AI to help me debug
I’m learning how to use PyTorch
I used AI to help me debug
I compiled it into an app.exe so it can be shipped. lol this took so long for no reason because it wouldn’t load
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I built a experiencable website thats hosted on render. It does two things. (1) illustrates how hyperparameters change a linear regression model (2) show how different data augmentation settings augment data. The hardest thing was probably debugging lol TT and deploying it because I’ve only every made static sites but this has a python backend so that was funnnnnn. Lowk had so much trouble with deploying bc the stupid frickin website kept erroring but its okay guys !!!
I decided to work on making it more experiencable so I added a data augmentation explorer alongside the previous linear regression visualizer thingy. Lowk ts was such a struggle because for some reason it wouldn’t deploy and i was lowk pylling my hair out but its ok guys we made it thru. I hosted it on huggingface
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I turned custom data into dataloaders for training, worked on data augmentation and how that can increase the accuracy of my models by producing more datasets, I created train and test loop functions, and then trained and evaluated my baseline model which I’m now going to try and improve!
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I just made this project lolol. I’m mostly following this tutorial: https://youtu.be/V_xro1bcAuA?si=u1-f8I-bVn8POAMF to learn PyTorch. So far I’ve learned basic PyTorch datasets + how to use them, built a basic linear regression model + created a linear regression visualizer for it, worked on classification + nonlinear models, learned about computer vision libraries + created model for FashionMNIST data, now im starting to work on a custom data classification model. So far, I’ve loaded in the new data! After this, I hope to make my models more experienceable (if thats a word) for reviewers!
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