Finance, Machine Learning, Python, Technology, Data Science.
process. def analyze_asset(ticker, n_components=2): hmm_model = MarketRegimeHMM(n_components=n_components) hmm_model.fit(data[ticker]['Close']) states = hmm_model.predict(data[ticker]['Close']) plt.figure(figsize=(14, 7)) for i in range(hmm_model.n_components): state = (states == i)