8 | | Node2 [label="bdm::BM",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1BM.html",tooltip="Bayesian Model of the world, i.e. all uncertainty is modeled by probabilities."]; |
9 | | Node2 -> Node3 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
10 | | Node3 [label="bdm::BMEF",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1BMEF.html",tooltip="Estimator for Exponential family."]; |
11 | | Node3 -> Node4 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
12 | | Node4 [label="bdm::ARX",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1ARX.html",tooltip="Linear Autoregressive model with Gaussian noise."]; |
13 | | Node3 -> Node5 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
14 | | Node5 [label="bdm::MixEF",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1MixEF.html",tooltip="Mixture of Exponential Family Densities."]; |
15 | | Node3 -> Node6 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
16 | | Node6 [label="bdm::multiBM",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1multiBM.html",tooltip="Estimator for Multinomial density."]; |
17 | | Node2 -> Node7 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
18 | | Node7 [label="bdm::EKFfull",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1EKFfull.html",tooltip="Extended Kalman Filter in full matrices."]; |
19 | | Node7 -> Node8 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
20 | | Node8 [label="bdm::EKFful_unQR",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1EKFful__unQR.html",tooltip="Extended Kalman filter with unknown Q and R."]; |
21 | | Node2 -> Node9 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
22 | | Node9 [label="bdm::Kalman\< sq_T \>",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1Kalman.html",tooltip="Kalman filter with covariance matrices in square root form."]; |
23 | | Node2 -> Node10 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
24 | | Node10 [label="bdm::PF",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1PF.html",tooltip="Trivial particle filter with proposal density equal to parameter evolution model..."]; |
25 | | Node10 -> Node11 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
26 | | Node11 [label="bdm::MPF\< BM_T \>",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1MPF.html",tooltip="Marginalized Particle filter."]; |
27 | | Node2 -> Node12 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
28 | | Node12 [label="bdm::Kalman\< chmat \>",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1Kalman.html"]; |
29 | | Node12 -> Node13 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
30 | | Node13 [label="bdm::KalmanCh",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1KalmanCh.html",tooltip="Kalman filter in square root form."]; |
31 | | Node13 -> Node14 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
32 | | Node14 [label="bdm::EKFCh",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1EKFCh.html",tooltip="Extended Kalman Filter in Square root."]; |
33 | | Node14 -> Node15 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
34 | | Node15 [label="bdm::EKFCh_cond",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1EKFCh__cond.html",tooltip="Extended Kalman filter with unknown parameters in IM."]; |
35 | | Node14 -> Node16 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
36 | | Node16 [label="bdm::EKFCh_unQ",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1EKFCh__unQ.html",tooltip="Extended Kalman filter in Choleski form with unknown Q."]; |
37 | | Node2 -> Node17 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
38 | | Node17 [label="bdm::Kalman\< fsqmat \>",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1Kalman.html"]; |
39 | | Node17 -> Node18 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
40 | | Node18 [label="bdm::EKF\< sq_T \>",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1EKF.html",tooltip="Extended Kalman Filter."]; |
41 | | Node2 -> Node19 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
42 | | Node19 [label="bdm::Kalman\< ldmat \>",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1Kalman.html"]; |
43 | | Node19 -> Node20 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
44 | | Node20 [label="bdm::KFcondQR",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1KFcondQR.html",tooltip="Kalman Filter with conditional diagonal matrices R and Q."]; |
45 | | Node19 -> Node21 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
46 | | Node21 [label="bdm::KFcondR",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1KFcondR.html",tooltip="Kalman Filter with conditional diagonal matrices R and Q."]; |
47 | | Node1 -> Node22 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
48 | | Node22 [label="bdm::BMcond",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1BMcond.html",tooltip="Conditional Bayesian Filter."]; |
49 | | Node22 -> Node15 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
50 | | Node22 -> Node16 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
51 | | Node22 -> Node8 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
52 | | Node22 -> Node20 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
53 | | Node22 -> Node21 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
54 | | Node1 -> Node23 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
55 | | Node23 [label="bdm::DS",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1DS.html",tooltip="Abstract class for discrete-time sources of data."]; |
56 | | Node23 -> Node24 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
57 | | Node24 [label="bdm::ArxDS",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1ArxDS.html",tooltip="Generator of ARX data."]; |
58 | | Node23 -> Node25 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
59 | | Node25 [label="bdm::MemDS",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1MemDS.html",tooltip="Memory storage of off-line data column-wise."]; |
60 | | Node1 -> Node26 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
61 | | Node26 [label="bdm::epdf",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1epdf.html",tooltip="Probability density function with numerical statistics, e.g. posterior density."]; |
62 | | Node26 -> Node27 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
63 | | Node27 [label="bdm::eEF",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1eEF.html",tooltip="General conjugate exponential family posterior density."]; |
64 | | Node27 -> Node28 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
65 | | Node28 [label="bdm::eDirich",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1eDirich.html",tooltip="Dirichlet posterior density."]; |
66 | | Node27 -> Node29 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
67 | | Node29 [label="bdm::egamma",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1egamma.html",tooltip="Gamma posterior density."]; |
68 | | Node27 -> Node30 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
69 | | Node30 [label="bdm::egiw",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1egiw.html",tooltip="Gauss-inverse-Wishart density stored in LD form."]; |
70 | | Node27 -> Node31 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
71 | | Node31 [label="bdm::eigamma",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1eigamma.html",tooltip="Inverse-Gamma posterior density."]; |
72 | | Node27 -> Node32 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
73 | | Node32 [label="bdm::enorm\< sq_T \>",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1enorm.html",tooltip="Gaussian density with positive definite (decomposed) covariance matrix."]; |
74 | | Node27 -> Node33 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
75 | | Node33 [label="bdm::enorm\< chmat \>",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1enorm.html"]; |
76 | | Node27 -> Node34 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
77 | | Node34 [label="bdm::enorm\< fsqmat \>",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1enorm.html"]; |
78 | | Node27 -> Node35 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
79 | | Node35 [label="bdm::enorm\< ldmat \>",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1enorm.html"]; |
80 | | Node26 -> Node36 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
81 | | Node36 [label="bdm::eEmp",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1eEmp.html",tooltip="Weighted empirical density."]; |
82 | | Node26 -> Node37 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
83 | | Node37 [label="bdm::emix",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1emix.html",tooltip="Mixture of epdfs."]; |
84 | | Node26 -> Node38 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
85 | | Node38 [label="bdm::eprod",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1eprod.html",tooltip="Product of independent epdfs. For dependent pdfs, use mprod."]; |
86 | | Node26 -> Node39 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
87 | | Node39 [label="bdm::euni",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1euni.html",tooltip="Uniform distributed density on a rectangular support."]; |
88 | | Node26 -> Node40 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
89 | | Node40 [label="bdm::merger",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1merger.html",tooltip="Function for general combination of pdfs."]; |
90 | | Node1 -> Node41 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
91 | | Node41 [label="bdm::fnc",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1fnc.html",tooltip="Class representing function of variable represented by rv."]; |
92 | | Node41 -> Node42 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
93 | | Node42 [label="bdm::constfn",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1constfn.html",tooltip="class representing function , here rv is empty"]; |
94 | | Node41 -> Node43 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
95 | | Node43 [label="bdm::diffbifn",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1diffbifn.html",tooltip="Class representing a differentiable function of two variables ."]; |
96 | | Node43 -> Node44 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
97 | | Node44 [label="bdm::bilinfn",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1bilinfn.html",tooltip="Class representing function ."]; |
98 | | Node41 -> Node45 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
99 | | Node45 [label="bdm::linfn",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1linfn.html",tooltip="Class representing function ."]; |
100 | | Node1 -> Node46 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
101 | | Node46 [label="bdm::logger",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1logger.html",tooltip="Class for storing results (and semi-results) of an experiment."]; |
102 | | Node46 -> Node47 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
103 | | Node47 [label="bdm::memlog",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1memlog.html",tooltip="Logging into matrices in data format in memory."]; |
104 | | Node47 -> Node48 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
105 | | Node48 [label="bdm::dirfilelog",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1dirfilelog.html",tooltip="Logging into dirfile with buffer in memory."]; |
106 | | Node1 -> Node49 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
107 | | Node49 [label="bdm::mpdf",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1mpdf.html",tooltip="Conditional probability density, e.g. modeling some dependencies."]; |
108 | | Node49 -> Node50 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
109 | | Node50 [label="bdm::mEF",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1mEF.html",tooltip="Exponential family model."]; |
110 | | Node50 -> Node51 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
111 | | Node51 [label="bdm::mgamma",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1mgamma.html",tooltip="Gamma random walk."]; |
112 | | Node51 -> Node52 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
113 | | Node52 [label="bdm::mgamma_fix",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1mgamma__fix.html",tooltip="Gamma random walk around a fixed point."]; |
114 | | Node50 -> Node53 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
115 | | Node53 [label="bdm::migamma",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1migamma.html",tooltip="Inverse-Gamma random walk."]; |
116 | | Node53 -> Node54 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
117 | | Node54 [label="bdm::migamma_fix",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1migamma__fix.html",tooltip="Inverse-Gamma random walk around a fixed point."]; |
118 | | Node50 -> Node55 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
119 | | Node55 [label="bdm::mlnorm\< sq_T \>",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1mlnorm.html",tooltip="Normal distributed linear function with linear function of mean value;."]; |
120 | | Node50 -> Node56 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
121 | | Node56 [label="bdm::mlnorm\< ldmat \>",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1mlnorm.html"]; |
122 | | Node56 -> Node57 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
123 | | Node57 [label="bdm::mlstudent",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1mlstudent.html"]; |
124 | | Node49 -> Node58 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
125 | | Node58 [label="bdm::mepdf",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1mepdf.html",tooltip="Unconditional mpdf, allows using epdf in the role of mpdf."]; |
126 | | Node49 -> Node59 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
127 | | Node59 [label="bdm::mmix",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1mmix.html",tooltip="Mixture of mpdfs with constant weights, all mpdfs are of equal type."]; |
128 | | Node49 -> Node60 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
129 | | Node60 [label="bdm::mprod",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1mprod.html",tooltip="Chain rule decomposition of epdf."]; |
130 | | Node49 -> Node61 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
131 | | Node61 [label="bdm::mratio",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1mratio.html",tooltip="Class representing ratio of two densities which arise e.g. by applying the Bayes..."]; |
132 | | Node1 -> Node62 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
133 | | Node62 [label="bdm::RV",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1RV.html",tooltip="Class representing variables, most often random variables."]; |
134 | | Node63 [label="bdm::compositepdf",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1compositepdf.html",tooltip="Abstract composition of pdfs, will be used for specific classes this abstract class..."]; |
135 | | Node63 -> Node40 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
136 | | Node63 -> Node60 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
137 | | Node64 [label="bdm::KalmanFull",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classbdm_1_1KalmanFull.html",tooltip="Basic Kalman filter with full matrices (education purpose only)! Will be deleted..."]; |
138 | | Node64 -> Node7 [dir=back,color="midnightblue",fontsize=10,style="solid",fontname="FreeSans"]; |
| 8 | Node2 [label="UIArxDS",height=0.2,width=0.4,color="black", fillcolor="white", style="filled",URL="$classUIArxDS.html"]; |