Josuelmet / Discriminative-Kalman-Filter-4.5-Python

Python Implementation of Experiment 4.5 of the Discriminative Kalman Filter paper from 2020.
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Discriminative Kalman-Filter Experiment 4.5 in Python + PyTorch

Python + PyTorch Reproduction of Experiment 4.5 of the Discriminative Kalman Filter paper from 2020.

NOTE: this code has not been run on a Mac architecture. I ran everything on a PC, so I recommend using x86_64 architectures.

See requirements.txt for package dependencies.

First, run flint_preprocess_data.ipynb using the instructions in its README.

Next, run Paper_Script_45.ipynb to produce the first two results tables.

To produce the last two results tables, run Paper_Script_45.ipynb with nine additional different seed values, then run Paper_additional_tables.ipynb.