I know this may be very basic for a lot of you ML experts, but I just spent an hour learning and implementing a simple Kalman filter here: https://github.com/enochkan/kalmanpy and it worked :D pretty darn proud of myself
Please check it out and would appreciate any feedbacks.. my implementation is far from perfect and I plan on implementing more as my knowledge grows.