<div class="notebook"> <div class="nb-cell markdown"> # Inference Examples with R Graphics Example programs for inference with graphics elements produced by R. ### Learning - Bongard ([bongard_R.pl](example/learning/bongard_R.pl)) ### Complex graphics - One-dimensional Kalman filter ([kalman_filter_R.pl](example/inference/kalman_filter_R.pl), PRISM syntax [kalman_filterimsw_R.pl](example/inference/kalman_filtermsw_R.pl)) - Gaussian process regression ([gpr_R.pl](example/inference/gpr_R.pl)) ### Densities of continuous values - Gaussian mixture model ([gaussian_mixture_R.pl](example/inference/gaussian_mixture_R.pl)) - Posterior estimation in Bayesian models ([gaussian_mean_est_R.pl](example/inference/gauss_mean_est_R.pl)) - Seven scientists, posterior estimation in Bayesian models ([seven_scientists_R.pl](example/inference/seven_scientists_R.pl)) - Factory producing widgets ([widget_R.pl](example/inference/widget_R.pl), PRISM syntax [widgetmsw_R.pl](example/inference/widgetmsw_R.pl)) - Mixture model from a Dirichlet process, ([dp_mix_R.pl](example/inference/dp_mix_R.pl)) ### Distributions of discrete values - Dirichlet process ([dirichlet_process_R.pl](example/inference/dirichlet_process_R.pl)) with a stick breaking process - Dirichlet process ([dp_chinese_R.pl](example/inference/dp_chinese_R.pl)) with a Chinese Restaurant Process - Probabilistic Context Free Left Recursive Grammar ([pcfglr_R.pl](example/inference/pcfglr_R.pl)) - Model checking of a Markov chain ([markov_chain_R.pl](example/inference/markov_chain_R.pl)). - Prefix probability computation ([prefix_R.pl](example/inference/prefix_R.pl)) - Existence uncertainty/unknown objects. ([var_obj_R.pl](example/inference/var_obj_R.pl), [var_obj_geom_R.pl](example/inference/var_obj_geom_R.pl)) - Probabilistic Left-Corner Grammar ([plcg_R.pl](example/inference/plcg_R.pl)) - Random arithmetic function ([arithm_R.pl](example/inference/arithm_R.pl)) - Stochastic logic program ([slp_pdcg_R.pl](example/inference/slp_pdcg_R.pl)) ### Probability bars - Coin ([coin_R.pl](example/inference/coin_R.pl), [coinmc_R.pl](example/inference/coinmc_R.pl) [coinmsw_R.pl](example/inference/coinmsw_R.pl)) - Dice ([dice_R.pl](example/inference/dice_R.pl)) - Epidemic ([epidemic_R.pl](example/inference/epidemic_R.pl)) - Earthquake ([earthquake_R.pl](example/inference/earthquake_R.pl)) - Eruption ([eruption_R.pl](example/inference/eruption_R.pl)) - Mendelian inheritance of human blood type ([bloodtype_R.pl](example/inference/bloodtype_R.pl)) - Alarm Bayesian network ([alarm_R.pl](example/inference/alarm_R.pl)) - Hidden Markov Model ([hmm_R.pl](example/inference/hmm_R.pl)) - Cora: entity resolution ([cora_R.pl](example/inference/cora_R.pl)) - Coins ([coin2_R.pl](example/inference/coin2_R.pl)) </div> </div>