Add Stats_Analysis Folder

[DarshAgrawal14]

Hey @UTSAVS26 , I am Darsh Agrawal a fellow contributor and would like to contribute a stats_analysis folder. The aim for this folder , after or during a project coders usually have display the analysis and statics of their project , this folder will hold such snippets of code which help user generate report fast like

• Function to calculate inference speeds of their model
• Functions to calculate common evaluation metrics such as accuracy, precision, recall, F1-score, and confusion matrix.
• Function to calculate the size of the model in terms of memory usage, helping users understand the model's footprint.
• Generate a summary of the model's parameters (number of layers, number of parameters, trainable vs non-trainable).
• A function to plot the learning curve of training and validation accuracy/loss over time.
• A function to plot the precision-recall curve, which is useful for imbalanced datasets.
• and a lot more...

if you like my approach i would like to be assigned this task.

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