Finance, Machine Learning, Python, Technology, Data Science.
components or tweak the model parameters. For instance, we might try increasing the number of components to see if we can capture more nuanced market behaviors. # Try a model with three hidden states jpm_hmm_3 = MarketRegimeHMM(n_components=3) jpm_hmm_3.fit(data['JPM']['Close']) jpm_states_3 =