**MODEL is TRAINEDDD!!!!!
So this is a MASSIVE devlog cuz i forgot TO check my time and wasted like 5 hours …… but heres wat I did:

Completed the Model training
Made a Basic Website Tho I still wanna make the website even better by using a Scroll Animation
Completed the Problem Video
Tested the Model and its AWESOME.
Did some Work on a GUI to showcase the Model, Im thinking like I make a Section in the website where theres a simulated City and the user can mess around with the Sim Parameters to test the Model and all.

SO below you can see the Model Tested on two Test Datasets -> The Entire Anomalous Dataset and the Hourly Anomaly injection Dataset where i just took the Clean Dataset and injected some fake anomaly hours. Also the Only change in the Simulation was a single number change by .15 and the Model was still able to Class it as an anomaly!