misc
kalmanpy
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misc
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Time evolution of a quantum particle in a 2D box
Check out this interactive one! The Falstad applets don't get enough love. I also have old similar source here (Reddit thread).
kalmanpy
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Kalman Filter in Python
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.
- Simply Kalman Filter in Python
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[P] Simple Kalman Filter in Python
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 🙌✨
What are some alternatives?
taylor - Taylor will tell you why your project is SO late
Kalman-and-Bayesian-Filters-in-Python - Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
norfair - Lightweight Python library for adding real-time multi-object tracking to any detector.
stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
pycm - Multi-class confusion matrix library in Python
rex-gym - OpenAI Gym environments for an open-source quadruped robot (SpotMicro)