Hidden Markov · Machine learning

Sequential data

What is sequential data? Data with poor or no i.i.d assumption Often found in time series data. For instance, Rainfall measurements on successive days at a particular location Daily values of a currency exchange rate Acoustic features at successive time frames used for speech recognition) Stationary vs. nonstationary sequential distributions Stationary: data evolves in time… Continue reading Sequential data