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Python Extended Kalman Filter - Multiprocessing and Multithreading Analysis

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Extended Kalman Filter Analysis with Python

An analysis of the Extended Kalman Filter (Original Code from AtsushiSaka) using Python's multithreading and multiprocessing libraries, and comparing the advantages of using the Intel® Distribution for Python* and the Anaconda (Base) distributions. Factors such as CPU usage, CPU load per core, Memory, and wall-time are analyzed. You can find more informations about the results in this file (Portuguese Only)

Libraries Needed to Run the Tests

How to Run?

Go to the scripts folder and run the file you want on the terminal, eg:

$ python3 ~/Scheduled/ekf_onlycall.py

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Python Extended Kalman Filter - Multiprocessing and Multithreading Analysis

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