Dynamic parameter optimization of a HMM used in a lap counting algorithm

Java

The java part of this project can be found in the HMM.java file. Note this code won't be runnable but is here for reference.

Hmmlearn

The Python part of my report is split into 3 notebooks matching the corresponding section in the report:

• 3.1.fitting_the_data.ipynb
• 3.2.improving_the_data.ipynb
• 1.3.viterbi_lapper.ipynb

The data

The required data to run the notebooks is provided in the data and data_reimport folders. If only the archives are available than these should be unpacked.