nova-land / KalmanFilter-Python

Kalman Filter in PyTorch and Numpy

(Multi-dimensional) Kalman Filter Implementation

A Straight-forward Kalman Filter Implementation in both numpy and pytorch.

This is a reference implementation of Kalman Filter for performance optimisation purpose.

• PyTorch Implementation
• Numpy Implementation

Kalman Filter Example at test.py