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Multi-type RBM (Continuous RBM, Gaussian-Bernoulli RBM and Bernoulli-Bernoulli RBM) for sequence data modeling, specificial include continuous RBM and flexible partially surpervised training method(Bengio et al.,2007). This model is adapt to the applications such as financial, atmosphere, geography sequence et al.