├── README.md ├── bouncing_balls ├── README.md ├── balls_ar.m ├── balls_ar_delay.m ├── balls_dtsbn_deter.m ├── balls_dtsbn_stoc.m ├── balls_hmsbn.m ├── balls_tsbn.m ├── balls_tsbn_delay.m ├── data │ └── data_handler_bouncing_balls.py ├── utilities │ ├── ar │ │ ├── ar_ascent.m │ │ ├── ar_calc_loglike.m │ │ ├── ar_calc_pred_error.m │ │ └── ar_gradient.m │ ├── ar_high_order │ │ ├── ar_delay_ascent.m │ │ ├── ar_delay_calc_loglike.m │ │ ├── ar_delay_calc_pred_error.m │ │ └── ar_delay_gradient.m │ ├── deep_tsbn_deter │ │ ├── dtsbn_deter_ascent.m │ │ ├── dtsbn_deter_calc_loglike.m │ │ ├── dtsbn_deter_calc_pred_error.m │ │ └── dtsbn_deter_gradient.m │ ├── deep_tsbn_stoc │ │ ├── dtsbn_stoc_ascent.m │ │ ├── dtsbn_stoc_calc_loglike.m │ │ ├── dtsbn_stoc_calc_pred_error.m │ │ └── dtsbn_stoc_gradient.m │ ├── hmsbn │ │ ├── hmsbn_ascent.m │ │ ├── hmsbn_calc_loglike.m │ │ ├── hmsbn_calc_pred_error.m │ │ └── hmsbn_gradient.m │ ├── support │ │ ├── dispims.m │ │ ├── sigmoid.m │ │ └── subsampleData.m │ ├── tsbn │ │ ├── tsbn_ascent.m │ │ ├── tsbn_calc_loglike.m │ │ ├── tsbn_calc_pred_error.m │ │ └── tsbn_gradient.m │ └── tsbn_high_order │ │ ├── tsbn_delay_ascent.m │ │ ├── tsbn_delay_calc_loglike.m │ │ ├── tsbn_delay_calc_pred_error.m │ │ └── tsbn_delay_gradient.m └── visualize.m ├── dynamic_topic_modeling_stu ├── OutputTopics.m ├── README.md ├── ddtsbn_stoc.m ├── dtsbn.m ├── figures │ ├── 130.fig │ ├── 130.pdf │ ├── 29.fig │ ├── 29.pdf │ ├── 30.fig │ └── 30.pdf ├── plot_dt.m ├── plot_topics.m ├── support │ ├── decsoftmax.m │ ├── logsumexp.m │ ├── sigmoid.m │ └── subsampleData.m └── utilities │ ├── dt_drsbn_stoc │ ├── ddtsbn_stoc_ascent.m │ ├── dtsbn_stoc_calc_loglike.m │ ├── dtsbn_stoc_calc_pred_error.m │ └── dtsbn_stoc_gradient.m │ └── dtsbn │ ├── dtsbn_ascent.m │ ├── dtsbn_calc_loglike.m │ ├── dtsbn_calc_pred_error.m │ └── dtsbn_gradient.m ├── mocap ├── README.md ├── mit_data │ └── mit_mocap.mat ├── mocap_dtsbn_deter.m ├── mocap_dtsbn_stoc.m ├── mocap_hmsbn.m ├── mocap_tsbn.m └── utilities │ ├── mocap_dtsbn_deter │ ├── mocap_dtsbn_deter_ascent.m │ ├── mocap_dtsbn_deter_calc_loglike.m │ ├── mocap_dtsbn_deter_calc_pred_error.m │ └── mocap_dtsbn_deter_gradient.m │ ├── mocap_dtsbn_stoc │ ├── mocap_dtsbn_stoc_ascent.m │ ├── mocap_dtsbn_stoc_calc_loglike.m │ ├── mocap_dtsbn_stoc_calc_pred_error.m │ └── mocap_dtsbn_stoc_gradient.m │ ├── mocap_hmsbn │ ├── mocap_hmsbn_ascent.m │ ├── mocap_hmsbn_calc_loglike.m │ ├── mocap_hmsbn_calc_pred_error.m │ └── mocap_hmsbn_gradient.m │ ├── mocap_tsbn │ ├── mocap_tsbn_ascent.m │ ├── mocap_tsbn_calc_loglike.m │ ├── mocap_tsbn_calc_pred_error.m │ └── mocap_tsbn_gradient.m │ └── support │ ├── sigmoid.m │ └── subsampleData.m ├── mocap_generation ├── README.md ├── Thumbs.db ├── mocap_1.mat ├── mocap_2.mat ├── mocap_generation_1.m ├── mocap_generation_2.m ├── mocap_training.m ├── step1.m ├── step1_running.m ├── step2_rgsbn.m ├── step3_gen.m ├── step3_gen_running.m ├── step4_display.m └── utilities │ ├── expPlayData.m │ ├── expPlotData.m 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