GitHub - mkonopacka/HMM_DTW_v2: Code used to generate results for my thesis comparing Hidden Markov Models and Dynamic Time Warping as time series classification tools.

mkonopacka / HMM_DTW_v2 Public

Code used to generate results for my thesis comparing Hidden Markov Models and Dynamic Time Warping as time series classification tools.

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Name		Name	Last commit message	Last commit date
Latest commit History 46 Commits
plots_for_pdf_etc		plots_for_pdf_etc
01_1_generate_data_arima.ipynb		01_1_generate_data_arima.ipynb
01_2_generate_data_hmm_gauss.ipynb		01_2_generate_data_hmm_gauss.ipynb
01_3_generate_data_hmm_gmm.ipynb		01_3_generate_data_hmm_gmm.ipynb
01_4_generate_data_HMM_arima.ipynb		01_4_generate_data_HMM_arima.ipynb
01_5_convert_two_pattern_dataset.ipynb		01_5_convert_two_pattern_dataset.ipynb
02_1_hmm_classification.ipynb		02_1_hmm_classification.ipynb
02_2_dtw_classification.ipynb		02_2_dtw_classification.ipynb
03_compare_results.ipynb		03_compare_results.ipynb
04_load_summaries.ipynb		04_load_summaries.ipynb
model_class.py		model_class.py
requirements.yml		requirements.yml
utils.py		utils.py