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Dv04 / Vision_Transformer

A project based on Vision Transformer for Image Regression
MIT License
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Implement Principal Component Analysis (PCA) #3

Open Dv04 opened 9 months ago

Dv04 commented 9 months ago

Integrate a Principal Component Analysis (PCA) step to reduce the dimensionality and capture the essential features of the data. Ensure the following:

Explained Variance: Visualize the explained variance to justify the number of principal components retained. Scalability: Ensure the PCA implementation scales well with the dataset size. Reusability: Encapsulate the PCA steps in a function for reusability and clarity. Documentation: Include documentation explaining the PCA process and its impact on the model performance.

AriC-21 commented 9 months ago

Hey @Dv04, Can you assign this to me?

Dv04 commented 9 months ago

Hey @AriC-21, Glad to have you with us. Assigning you now.