Mercurial > hg > camir-aes2014

annotate toolboxes/FullBNT-1.0.7/docs/bnsoftOld.html @ 0:e9a9cd732c1e tip

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
first hg version after svn
author wolffd
date Tue, 10 Feb 2015 15:05:51 +0000
parents
children
rev   line source
wolffd@0 1 <head>
wolffd@0 2 <TITLE>Software Packages for Graphical Models / Bayesian Networks</TITLE>
wolffd@0 3 </head>
wolffd@0 4
wolffd@0 5 <body>
wolffd@0 6
wolffd@0 7 <h1>
wolffd@0 8 Software Packages for Graphical Models / Bayesian Networks
wolffd@0 9 </h1>
wolffd@0 10 <p>
wolffd@0 11 Written by Kevin Murphy.
wolffd@0 12 <br>
wolffd@0 13 Last updated 31 October 2005.
wolffd@0 14
wolffd@0 15 <h3>Remarks</h3>
wolffd@0 16 <ul>
wolffd@0 17
wolffd@0 18 <li>
wolffd@0 19 A much more detailed comparison of some of these software packages is
wolffd@0 20 available from Appendix B of
wolffd@0 21 <a href="http://www.csse.monash.edu.au/bai/">Bayesian AI</a>, by
wolffd@0 22 Ann Nicholson and Kevin Korb.
wolffd@0 23 This appendix is
wolffd@0 24 available
wolffd@0 25 <a
wolffd@0 26 href="http://www.csse.monash.edu.au/bai/book/appendix_b.pdf">here</a>,
wolffd@0 27 and is based on the online comparison below.
wolffd@0 28
wolffd@0 29 <li>
wolffd@0 30 An online <a
wolffd@0 31 href="http://servasi.insa-rouen.fr/enseignement/siteUV/rna/BNT/software.html">French
wolffd@0 32 version</a> of this page is also available (not necessarily up-to-date).
wolffd@0 33
wolffd@0 34 <!--
wolffd@0 35 <li>
wolffd@0 36 Matt Turk has made a
wolffd@0 37 <a href="http://ilab.cs.ucsb.edu/BayesNets/Bayesia_Software.pdf">pdf
wolffd@0 38 version of this page</a> (not necessarily up-to-date) with some extra
wolffd@0 39 comments on the packages.
wolffd@0 40 -->
wolffd@0 41 <!--
wolffd@0 42 <br>
wolffd@0 43 (He also has a
wolffd@0 44 <a href="http://ilab.cs.ucsb.edu/BayesNets">cached copy</a> of several of
wolffd@0 45 the packages listed below, which you can look at if links are down.)
wolffd@0 46 -->
wolffd@0 47
wolffd@0 48 </ul>
wolffd@0 49
wolffd@0 50 <h3>What do the headers in the table mean?</h3>
wolffd@0 51
wolffd@0 52 <ul>
wolffd@0 53 <li> Src = source code included? (N=no) If so, what language?
wolffd@0 54
wolffd@0 55 <li> API = application program interface included?
wolffd@0 56 (N means the program cannot be integrated into your code, i.e., it
wolffd@0 57 must be run as a standalone executable.)
wolffd@0 58
wolffd@0 59 <li> Exec = Executable runs on W = Windows (95/98/NT), U = Unix, M =
wolffd@0 60 Mac, or - = any machine with a compiler.
wolffd@0 61
wolffd@0 62 <li> Cts = are continuous (latent) nodes supported?
wolffd@0 63 G = (conditionally) Gaussians nodes supported analytically,
wolffd@0 64 Cs = continuous nodes supported by sampling,
wolffd@0 65 Cd = continuous nodes supported by discretization,
wolffd@0 66 Cx = continuous nodes supported by some unspecified method,
wolffd@0 67 D = only discrete nodes supported.
wolffd@0 68
wolffd@0 69
wolffd@0 70 <li> GUI = Graphical User Interface included?
wolffd@0 71
wolffd@0 72 <li> Learns parameters?
wolffd@0 73
wolffd@0 74 <li> Learns structure? CI = means uses conditional independency tests
wolffd@0 75
wolffd@0 76 <!--
wolffd@0 77 <li> Sample = sampling methods (e.g., likelihood weighting, MCMC) supported?
wolffd@0 78 -->
wolffd@0 79
wolffd@0 80 <li> Utility = utility and decision nodes (i.e., influence diagrams)
wolffd@0 81 supported?
wolffd@0 82
wolffd@0 83 <li> Free?
wolffd@0 84 0 = free (although possibly only for academic use).
wolffd@0 85 $ = commercial software (although most have free versions
wolffd@0 86 which are restricted in
wolffd@0 87 various ways, e.g., the model size is limited, or models cannot be
wolffd@0 88 saved, or there is no API.)
wolffd@0 89
wolffd@0 90
wolffd@0 91 <li> Undir?
wolffd@0 92 What kind of graphs are supported?
wolffd@0 93 U = only undirected graphs,
wolffd@0 94 D = only directed graphs,
wolffd@0 95 UD = both undirected and directed,
wolffd@0 96 CG = chain graphs (mixed directed/undirected).
wolffd@0 97
wolffd@0 98
wolffd@0 99 <li> Inference = which inference algorithm is used?
wolffd@0 100 jtree = junction tree,
wolffd@0 101 varelim = variable (bucket) elimination,
wolffd@0 102 MH = Metropols Hastings,
wolffd@0 103 G = Gibbs sampling,
wolffd@0 104 IS = importance sampling,
wolffd@0 105 sampling = some other Monte Carlo method,
wolffd@0 106 polytree = Pearl's algorithm restricted to a graph with no cycles,
wolffd@0 107 none = no inference supported (hence the program is only designed for
wolffd@0 108 structure learning from completely observed data)
wolffd@0 109
wolffd@0 110 <li> Comments.
wolffd@0 111 If in "quotes", I am quoting the authors at their request.
wolffd@0 112
wolffd@0 113 </ul>
wolffd@0 114
wolffd@0 115
wolffd@0 116
wolffd@0 117 <!--
wolffd@0 118 The following table is automatically generated as follows
wolffd@0 119 bnsoft_to_html.pl < bnsoft.txt > ! soft.html
wolffd@0 120 Then soft.html is inserted and the last line is tidied up.
wolffd@0 121 -->
wolffd@0 122
wolffd@0 123 <table border>
wolffd@0 124 <tr>
wolffd@0 125 <td> Name
wolffd@0 126 <td> Authors
wolffd@0 127 <td> Src
wolffd@0 128 <td> API
wolffd@0 129 <td> Exec
wolffd@0 130 <td> Cts
wolffd@0 131 <td> GUI
wolffd@0 132 <td> Params
wolffd@0 133 <td> Struct
wolffd@0 134 <td> Utility
wolffd@0 135 <td> Free
wolffd@0 136 <td> Undir
wolffd@0 137 <td> Inference
wolffd@0 138 <td> Comments
wolffd@0 139
wolffd@0 140
wolffd@0 141 <tr>
wolffd@0 142 <td> <!--Name--> <a href=http://www.agenarisk.com > AgenaRisk</a>
wolffd@0 143 <td> <!--Authors-->Agena
wolffd@0 144 <td> <!--Src-->N
wolffd@0 145 <td> <!--API-->Y
wolffd@0 146 <td> <!--Exec-->W,U
wolffd@0 147 <td> <!--Cts-->Cx
wolffd@0 148 <td> <!--GUI-->Y
wolffd@0 149 <td> <!--Params-->Y
wolffd@0 150 <td> <!--Struct-->N
wolffd@0 151 <td> <!--Utility-->N
wolffd@0 152 <td> <!--Free-->$
wolffd@0 153 <td> <!--Undir-->D
wolffd@0 154 <td> <!--Inference-->JTree
wolffd@0 155 <td> <!--Comments-->Simulation by Dynamic discretisation
wolffd@0 156
wolffd@0 157 <tr>
wolffd@0 158 <td> <!--Name--> <a href=http://www.lumina.com > Analytica</a>
wolffd@0 159 <td> <!--Authors-->Lumina
wolffd@0 160 <td> <!--Src-->N
wolffd@0 161 <td> <!--API-->Y
wolffd@0 162 <td> <!--Exec-->W,M
wolffd@0 163 <td> <!--Cts-->G
wolffd@0 164 <td> <!--GUI-->Y
wolffd@0 165 <td> <!--Params-->N
wolffd@0 166 <td> <!--Struct-->N
wolffd@0 167 <td> <!--Utility-->Y
wolffd@0 168 <td> <!--Free-->$
wolffd@0 169 <td> <!--Undir-->D
wolffd@0 170 <td> <!--Inference-->sampling
wolffd@0 171 <td> <!--Comments-->spread sheet compatible
wolffd@0 172
wolffd@0 173 <tr>
wolffd@0 174 <td> <!--Name--> <a href=http://www.cs.duke.edu/~amink/software/banjo/> Banjo</a>
wolffd@0 175 <td> <!--Authors-->Hartemink
wolffd@0 176 <td> <!--Src-->Java
wolffd@0 177 <td> <!--API-->Y
wolffd@0 178 <td> <!--Exec-->W,U,M
wolffd@0 179 <td> <!--Cts-->Cd
wolffd@0 180 <td> <!--GUI-->N
wolffd@0 181 <td> <!--Params-->N
wolffd@0 182 <td> <!--Struct-->Y
wolffd@0 183 <td> <!--Utility-->N
wolffd@0 184 <td> <!--Free-->0
wolffd@0 185 <td> <!--Undir-->D
wolffd@0 186 <td> <!--Inference-->none
wolffd@0 187 <td> <!--Comments--> structure learning of
wolffd@0 188 static or dynamic networks of discrete variables
wolffd@0 189
wolffd@0 190
wolffd@0 191 <tr>
wolffd@0 192 <td><a href=http://www.cs.Helsinki.FI/research/fdk/bassist/> Bassist</a>
wolffd@0 193 <td> U. Helsinki
wolffd@0 194 <td> C++
wolffd@0 195 <td> Y
wolffd@0 196 <td> U
wolffd@0 197 <td> G
wolffd@0 198 <td> N
wolffd@0 199 <td> Y
wolffd@0 200 <td> N
wolffd@0 201 <td> N
wolffd@0 202 <td> 0
wolffd@0 203 <td> D
wolffd@0 204 <td> MH
wolffd@0 205 <td> Generates C++ for MCMC.
wolffd@0 206
wolffd@0 207 <tr>
wolffd@0 208 <td><a href=http://www.cs.Helsinki.FI/research/cosco/Projects/NONE/SW/ > Bayda</a>
wolffd@0 209 <td> U. Helsinki
wolffd@0 210 <td> Java
wolffd@0 211 <td> Y
wolffd@0 212 <td> WUM
wolffd@0 213 <td> G
wolffd@0 214 <td> Y
wolffd@0 215 <td> Y
wolffd@0 216 <td> N
wolffd@0 217 <td> N
wolffd@0 218 <td> 0
wolffd@0 219 <td> D
wolffd@0 220 <td> ?
wolffd@0 221 <td> Bayesian Naive Bayes classifier.
wolffd@0 222
wolffd@0 223 <tr>
wolffd@0 224 <td><a href=http://www.mbfys.kun.nl/snn/Research/bayesbuilder/ > BayesBuilder</a>
wolffd@0 225 <td> Nijman (U. Nijmegen)
wolffd@0 226 <td> N
wolffd@0 227 <td> N
wolffd@0 228 <td> W
wolffd@0 229 <td> D
wolffd@0 230 <td> Y
wolffd@0 231 <td> N
wolffd@0 232 <td> N
wolffd@0 233 <td> N
wolffd@0 234 <td> 0
wolffd@0 235 <td> D
wolffd@0 236 <td> ?
wolffd@0 237 <td> -
wolffd@0 238
wolffd@0 239 <tr>
wolffd@0 240 <td> <!--Name--> <a
wolffd@0 241 href="http://www.bayesia.com">BayesiaLab</a>
wolffd@0 242 <td> <!--Authors-->Bayesia Ltd
wolffd@0 243 <td> <!--Src-->N
wolffd@0 244 <td> <!--API-->N
wolffd@0 245 <td> <!--Exec-->-
wolffd@0 246 <td> <!--Cts-->Cd
wolffd@0 247 <td> <!--GUI-->Y
wolffd@0 248 <td> <!--Params-->Y
wolffd@0 249 <td> <!--Struct-->Y
wolffd@0 250 <td> <!--Utility-->N
wolffd@0 251 <td> <!--Free-->$
wolffd@0 252 <td> <!--Undir-->CG
wolffd@0 253 <td> <!--Inference-->jtree,G
wolffd@0 254 <td> <!--Comments-->
wolffd@0 255 <!--
wolffd@0 256 Structural learning (association discovery,
wolffd@0 257 classification), Bayesian clustering with analysis report generation,
wolffd@0 258 missing values
wolffd@0 259 processing, essential graphs, analysis toolbox, adaptive
wolffd@0 260 questionnaires, dynamic models
wolffd@0 261 -->
wolffd@0 262 Structural learning, adaptive
wolffd@0 263 questionnaires, dynamic models
wolffd@0 264
wolffd@0 265
wolffd@0 266
wolffd@0 267
wolffd@0 268 <tr>
wolffd@0 269
wolffd@0 270 <td><a href=http://www.bayesware.com>Bayesware Discoverer</a>
wolffd@0 271 <td> Bayesware
wolffd@0 272 <td> N
wolffd@0 273 <td> N
wolffd@0 274 <td> WUM
wolffd@0 275 <td> Cd
wolffd@0 276 <td> Y
wolffd@0 277 <td> Y
wolffd@0 278 <td> Y
wolffd@0 279 <td> N
wolffd@0 280 <td> $
wolffd@0 281 <td> D
wolffd@0 282 <td> ?
wolffd@0 283 <td> Uses bound and collapse for learning with missing data.
wolffd@0 284
wolffd@0 285 <tr>
wolffd@0 286 <td><a href=http://B-Course.hiit.fi/> B-course</a>
wolffd@0 287 <td> U. Helsinki
wolffd@0 288 <td> N
wolffd@0 289 <td> N
wolffd@0 290 <td> WUM
wolffd@0 291 <td> Cd
wolffd@0 292 <td> Y
wolffd@0 293 <td> Y
wolffd@0 294 <td> Y
wolffd@0 295 <td> N
wolffd@0 296 <td> 0
wolffd@0 297 <td> D
wolffd@0 298 <td> ?
wolffd@0 299 <td> Runs on their server: view results using a web browser.
wolffd@0 300
wolffd@0 301 <!--
wolffd@0 302 <tr>
wolffd@0 303 <td><a href="http://www.aist.go.jp/ETL/etl/suri/motomura/BN/bn-java.html">Bayonnet</a>
wolffd@0 304 <td> Motomura (ETL)
wolffd@0 305 <td> Java
wolffd@0 306 <td> Y
wolffd@0 307 <td> WUM
wolffd@0 308 <td> NN
wolffd@0 309 <td> Cx
wolffd@0 310 <td> Y
wolffd@0 311 <td> N
wolffd@0 312 <td> N
wolffd@0 313 <td> 0
wolffd@0 314 <td> D
wolffd@0 315 <td> ?
wolffd@0 316 <td> For learning, represents BN as a neural net.
wolffd@0 317 -->
wolffd@0 318
wolffd@0 319 <tr>
wolffd@0 320 <td><a href=http://www.cs.ualberta.ca/~jcheng/bnpc.htm > Belief net power constructor</a>
wolffd@0 321 <td> Cheng (U.Alberta)
wolffd@0 322 <td> N
wolffd@0 323 <td> W
wolffd@0 324 <td> W
wolffd@0 325 <td> D
wolffd@0 326 <td> Y
wolffd@0 327 <td> Y
wolffd@0 328 <td> CI
wolffd@0 329 <td> N
wolffd@0 330 <td> 0
wolffd@0 331 <td> D
wolffd@0 332 <td> ?
wolffd@0 333 <td> -
wolffd@0 334
wolffd@0 335 <tr>
wolffd@0 336 <td><a href=http://www.cs.berkeley.edu/~murphyk/Bayes/bnt.html > BNT</a>
wolffd@0 337 <td> Murphy (U.C.Berkeley)
wolffd@0 338 <td> Matlab/C
wolffd@0 339 <td> Y
wolffd@0 340 <td> WUM
wolffd@0 341 <td> G
wolffd@0 342 <td> N
wolffd@0 343 <td> Y
wolffd@0 344 <td> Y
wolffd@0 345 <td> Y
wolffd@0 346 <td> 0
wolffd@0 347 <td> D,U
wolffd@0 348 <td> Many
wolffd@0 349 <td> Also handles dynamic models, like HMMs and Kalman filters.
wolffd@0 350
wolffd@0 351
wolffd@0 352 <tr>
wolffd@0 353 <td> <!--Name--> <a href="http://bndev.sourceforge.net/">BNJ</a>
wolffd@0 354 <td> <!--Authors-->Hsu (Kansas)
wolffd@0 355 <td> <!--Src-->Java
wolffd@0 356 <td> <!--API-->-
wolffd@0 357 <td> <!--Exec-->-
wolffd@0 358 <td> <!--Cts-->D
wolffd@0 359 <td> <!--GUI-->Y
wolffd@0 360 <td> <!--Params-->N
wolffd@0 361 <td> <!--Struct-->Y
wolffd@0 362 <td> <!--Utility-->N
wolffd@0 363 <td> <!--Free-->0
wolffd@0 364 <td> <!--Undir-->D
wolffd@0 365 <td> <!--Inference-->jtree, IS
wolffd@0 366 <td> <!--Comments-->-
wolffd@0 367
wolffd@0 368 <!--
wolffd@0 369 <tr>
wolffd@0 370 <td><a href=http://94.parkview-court.net/project/ > BN Toolkit</a>
wolffd@0 371 <td> Gowans (Imperial)
wolffd@0 372 <td> Visual Basic
wolffd@0 373 <td> Y
wolffd@0 374 <td> W
wolffd@0 375 <td> D
wolffd@0 376 <td> Y
wolffd@0 377 <td> N
wolffd@0 378 <td> Y
wolffd@0 379 <td> N
wolffd@0 380 <td> 0
wolffd@0 381 <td> D
wolffd@0 382 <td> Polytree
wolffd@0 383 <td> Parser and GUI for the XML-BIF format.
wolffd@0 384 -->
wolffd@0 385
wolffd@0 386 <tr>
wolffd@0 387 <td><a href=http://www.ics.uci.edu/~irinar > BucketElim</a>
wolffd@0 388 <td> Rish (U.C.Irvine)
wolffd@0 389 <td> C++
wolffd@0 390 <td> Y
wolffd@0 391 <td> WU
wolffd@0 392 <td> D
wolffd@0 393 <td> N
wolffd@0 394 <td> N
wolffd@0 395 <td> N
wolffd@0 396 <td> N
wolffd@0 397 <td> 0
wolffd@0 398 <td> D
wolffd@0 399 <td> Varelim
wolffd@0 400 <td> -
wolffd@0 401
wolffd@0 402 <tr>
wolffd@0 403 <td><a href=http://www.mrc-bsu.cam.ac.uk/bugs > BUGS</a>
wolffd@0 404 <td> MRC/Imperial College
wolffd@0 405 <td> N
wolffd@0 406 <td> N
wolffd@0 407 <td> WU
wolffd@0 408 <td> Cs
wolffd@0 409 <td> W
wolffd@0 410 <td> Y
wolffd@0 411 <td> N
wolffd@0 412 <td> N
wolffd@0 413 <td> 0
wolffd@0 414 <td> D
wolffd@0 415 <td> Gibbs
wolffd@0 416 <td> -
wolffd@0 417
wolffd@0 418 <tr>
wolffd@0 419 <td><a href=http://www.data-digest.com > Business Navigator 5</a>
wolffd@0 420 <td> Data Digest Corp
wolffd@0 421 <td> N
wolffd@0 422 <td> N
wolffd@0 423 <td> W
wolffd@0 424 <td> Cd
wolffd@0 425 <td> Y
wolffd@0 426 <td> Y
wolffd@0 427 <td> Y
wolffd@0 428 <td> N
wolffd@0 429 <td> $
wolffd@0 430 <td> D
wolffd@0 431 <td> Jtree
wolffd@0 432 <td> -
wolffd@0 433
wolffd@0 434 <tr>
wolffd@0 435 <td><a href=http://www-pcd.stanford.edu/cousins/caben-1.1.tar.gz > CABeN</a>
wolffd@0 436 <td> Cousins et al. (Wash. U.)
wolffd@0 437 <td> C
wolffd@0 438 <td> Y
wolffd@0 439 <td> WU
wolffd@0 440 <td> D
wolffd@0 441 <td> N
wolffd@0 442 <td> N
wolffd@0 443 <td> N
wolffd@0 444 <td> N
wolffd@0 445 <td> 0
wolffd@0 446 <td> D
wolffd@0 447 <td> 5 Sampling methods
wolffd@0 448 <td> -
wolffd@0 449
wolffd@0 450 <tr>
wolffd@0 451 <td> <!--Name--> <a href=
wolffd@0 452 http://discover1.mc.vanderbilt.edu/discover/public/>Causal discoverer</a>
wolffd@0 453 <td> <!--Authors-->Vanderbilt
wolffd@0 454 <td> <!--Src-->N
wolffd@0 455 <td> <!--API-->N
wolffd@0 456 <td> <!--Exec-->W
wolffd@0 457 <td> <!--Cts-->-
wolffd@0 458 <td> <!--GUI-->-
wolffd@0 459 <td> <!--Params-->N
wolffd@0 460 <td> <!--Struct-->Y
wolffd@0 461 <td> <!--Utility-->N
wolffd@0 462 <td> <!--Free-->0
wolffd@0 463 <td> <!--Undir-->D
wolffd@0 464 <td> <!--Inference-->-
wolffd@0 465 <td> <!--Comments-->structure learning only
wolffd@0 466
wolffd@0 467
wolffd@0 468 <tr>
wolffd@0 469 <td><a href=http://www.math.auc.dk/~jhb/CoCo/information.html > CoCo+Xlisp</a>
wolffd@0 470 <td> Badsberg (U. Aalborg)
wolffd@0 471 <td> C/lisp
wolffd@0 472 <td> Y
wolffd@0 473 <td> U
wolffd@0 474 <td> D
wolffd@0 475 <td> Y
wolffd@0 476 <td> Y
wolffd@0 477 <td> CI
wolffd@0 478 <td> N
wolffd@0 479 <td> 0
wolffd@0 480 <td> U
wolffd@0 481 <td> Jtree
wolffd@0 482 <td> Designed for contingency tables.
wolffd@0 483
wolffd@0 484 <tr>
wolffd@0 485 <td><a href=http://www.cs.ubc.ca/labs/lci/CIspace/ > CIspace</a>
wolffd@0 486 <td> Poole et al. (UBC)
wolffd@0 487 <td> Java
wolffd@0 488 <td> N
wolffd@0 489 <td> WU
wolffd@0 490 <td> D
wolffd@0 491 <td> Y
wolffd@0 492 <td> N
wolffd@0 493 <td> N
wolffd@0 494 <td> N
wolffd@0 495 <td> 0
wolffd@0 496 <td> D
wolffd@0 497 <td> Varelim
wolffd@0 498 <td> -
wolffd@0 499
wolffd@0 500 <tr>
wolffd@0 501 <td> <!--Name--> <a href="http://www.robots.ox.ac.uk/~parg/software.html">DBNbox</a>
wolffd@0 502 <td> <!--Authors-->Roberts et al
wolffd@0 503 <td> <!--Src-->Matlab
wolffd@0 504 <td> <!--API-->-
wolffd@0 505 <td> <!--Exec-->-
wolffd@0 506 <td> <!--Cts-->Y
wolffd@0 507 <td> <!--GUI-->N
wolffd@0 508 <td> <!--Params-->Y
wolffd@0 509 <td> <!--Struct-->N
wolffd@0 510 <td> <!--Utility-->N
wolffd@0 511
wolffd@0 512 <td> <!--Free-->Y
wolffd@0 513 <td> <!--Undir-->D
wolffd@0 514 <td> <!--Inference-->Various
wolffd@0 515 <td> <!--Comments-->DBNs
wolffd@0 516
wolffd@0 517 <tr>
wolffd@0 518 <td> <!--Name--><a href=http://www.math.auc.dk/novo/deal>Deal</a>
wolffd@0 519 <td> <!--Authors-->Bottcher et al
wolffd@0 520 <td> <!--Src-->R
wolffd@0 521 <td> <!--API-->-
wolffd@0 522 <td> <!--Exec-->-
wolffd@0 523 <td> <!--Cts-->G
wolffd@0 524 <td> <!--GUI-->Y
wolffd@0 525 <td> <!--Params-->Y
wolffd@0 526 <td> <!--Struct-->Y
wolffd@0 527 <td> <!--Utility-->N
wolffd@0 528 <td> <!--Free-->0
wolffd@0 529 <td> <!--Undir-->D
wolffd@0 530 <td> <!--Inference-->None
wolffd@0 531 <td> <!--Comments-->
wolffd@0 532 Structure learning.
wolffd@0 533
wolffd@0 534 <tr>
wolffd@0 535 <td><a href=http://www.deriveit.com >DeriveIt</a>
wolffd@0 536 <td> <!--Authors-->DeriveIt LLC
wolffd@0 537 <td> <!--Src-->N
wolffd@0 538 <td> <!--API-->-
wolffd@0 539 <td> <!--Exec-->-
wolffd@0 540 <td> <!--Cts-->?
wolffd@0 541 <td> <!--GUI-->?
wolffd@0 542 <td> <!--Params-->Y
wolffd@0 543 <td> <!--Struct-->Y
wolffd@0 544 <td> <!--Utility-->?
wolffd@0 545 <td> <!--Free-->$
wolffd@0 546 <td> <!--Undir-->D
wolffd@0 547 <td> <!--Inference-->Jtree
wolffd@0 548 <td> <!--Comments-->
wolffd@0 549 Exploits local structure in CPDs.
wolffd@0 550
wolffd@0 551
wolffd@0 552 <tr>
wolffd@0 553 <td><a href=http://www.noeticsystems.com>Ergo</>
wolffd@0 554 <td> <!--Authors-->Noetic systems
wolffd@0 555 <td> <!--Src-->N
wolffd@0 556 <td> <!--API-->Y
wolffd@0 557 <td> <!--Exec-->W,M
wolffd@0 558 <td> <!--Cts-->D
wolffd@0 559 <td> <!--GUI-->Y
wolffd@0 560 <td> <!--Params-->N
wolffd@0 561 <td> <!--Struct-->N
wolffd@0 562 <td> <!--Utility-->N
wolffd@0 563 <td> <!--Free-->$
wolffd@0 564 <td> <!--Undir-->D
wolffd@0 565 <td> <!--Inference-->jtree
wolffd@0 566 <td> <!--Comments-->-
wolffd@0 567
wolffd@0 568 <!--
wolffd@0 569 <tr>
wolffd@0 570 <td><a href=http://www.ens-lyon.fr/~jnarboux/Floue/index.html>FLoUE/BIFtoN</a>
wolffd@0 571 <td> ENS Lyon
wolffd@0 572 <td> Java
wolffd@0 573 <td> Y
wolffd@0 574 <td> WUM
wolffd@0 575 <td> D
wolffd@0 576 <td> N
wolffd@0 577 <td> N
wolffd@0 578 <td> N
wolffd@0 579 <td> N
wolffd@0 580 <td> 0
wolffd@0 581 <td> D
wolffd@0 582 <td> Jtree
wolffd@0 583 <td> -
wolffd@0 584 -->
wolffd@0 585
wolffd@0 586 <tr>
wolffd@0 587 <td><a href=http://www.staff.ncl.ac.uk/d.j.wilkinson/software/gdagsim/ > GDAGsim</a>
wolffd@0 588 <td> Wilkinson (U. Newcastle)
wolffd@0 589 <td> C
wolffd@0 590 <td> Y
wolffd@0 591 <td> WUM
wolffd@0 592 <td> G
wolffd@0 593 <td> N
wolffd@0 594 <td> N
wolffd@0 595 <td> N
wolffd@0 596 <td> N
wolffd@0 597 <td> 0
wolffd@0 598 <td> D
wolffd@0 599 <td> Exact
wolffd@0 600 <td> Bayesian analysis of large linear Gaussian directed models.
wolffd@0 601
wolffd@0 602
wolffd@0 603 <tr>
wolffd@0 604 <td><a href=http://www2.sis.pitt.edu/~genie > Genie</a>
wolffd@0 605 <td> U. Pittsburgh
wolffd@0 606 <td> N
wolffd@0 607 <td> WU
wolffd@0 608 <td> WU
wolffd@0 609 <td> D
wolffd@0 610 <td> W
wolffd@0 611 <td> N
wolffd@0 612 <td> N
wolffd@0 613 <td> Y
wolffd@0 614 <td> 0
wolffd@0 615 <td> D
wolffd@0 616 <td> Jtree
wolffd@0 617 <td> -
wolffd@0 618
wolffd@0 619 <tr>
wolffd@0 620 <td><a href=http://www.math.ntnu.no/~hrue/GMRFsim/ > GMRFsim</a>
wolffd@0 621 <td> Rue (U. Trondheim)
wolffd@0 622 <td> C
wolffd@0 623 <td> Y
wolffd@0 624 <td> WUM
wolffd@0 625 <td> G
wolffd@0 626 <td> N
wolffd@0 627 <td> N
wolffd@0 628 <td> N
wolffd@0 629 <td> N
wolffd@0 630 <td> 0
wolffd@0 631 <td> U
wolffd@0 632 <td> MCMC
wolffd@0 633 <td> Bayesian analysis of large linear Gaussian undirected models.
wolffd@0 634
wolffd@0 635
wolffd@0 636 <tr>
wolffd@0 637 <td> <!--Name--> <a href=http://ssli.ee.washington.edu/~bilmes/gmtk/>GMTk</a>
wolffd@0 638 <td> <!--Authors-->Bilmes (UW), Zweig (IBM)
wolffd@0 639 <td> <!--Src-->N
wolffd@0 640 <td> <!--API-->Y
wolffd@0 641 <td> <!--Exec-->U
wolffd@0 642 <td> <!--Cts-->D
wolffd@0 643 <td> <!--GUI-->N
wolffd@0 644 <td> <!--Params-->Y
wolffd@0 645 <td> <!--Struct-->Y
wolffd@0 646 <td> <!--Utility-->N
wolffd@0 647 <td> <!--Free-->0
wolffd@0 648 <td> <!--Undir-->D
wolffd@0 649 <td> <!--Inference-->Jtree
wolffd@0 650 <td> <!--Comments-->
wolffd@0 651 Designed for speech recognition.
wolffd@0 652
wolffd@0 653 <tr>
wolffd@0 654 <td> <!--Name--> <a href=http://www.r-project.org/gR>gR</a>
wolffd@0 655 <td> <!--Authors-->Lauritzen et al.
wolffd@0 656 <td> <!--Src-->R
wolffd@0 657 <td> <!--API-->-
wolffd@0 658 <td> <!--Exec-->-
wolffd@0 659 <td> <!--Cts-->-
wolffd@0 660 <td> <!--GUI-->-
wolffd@0 661 <td> <!--Params-->-
wolffd@0 662 <td> <!--Struct-->-
wolffd@0 663 <td> <!--Utility-->-
wolffd@0 664 <td> <!--Free-->0
wolffd@0 665 <td> <!--Undir-->-
wolffd@0 666 <td> <!--Inference-->-
wolffd@0 667 <td> <!--Comments-->Currently vaporware
wolffd@0 668
wolffd@0 669
wolffd@0 670 <tr>
wolffd@0 671 <td> <!--Name--> <a href=http://www.stats.bris.ac.uk/~peter/Grappa/>Grappa</a>
wolffd@0 672 <td> <!--Authors-->Green (Bristol)
wolffd@0 673 <td> <!--Src-->R
wolffd@0 674 <td> <!--API-->-
wolffd@0 675 <td> <!--Exec-->-
wolffd@0 676 <td> <!--Cts-->D
wolffd@0 677 <td> <!--GUI-->N
wolffd@0 678 <td> <!--Params-->N)
wolffd@0 679 <td> <!--Struct-->N
wolffd@0 680 <td> <!--Utility-->N
wolffd@0 681 <td> <!--Free-->0
wolffd@0 682 <td> <!--Undir-->D
wolffd@0 683 <td> <!--Inference-->Jtree
wolffd@0 684 <td> <!--Comments-->-
wolffd@0 685
wolffd@0 686
wolffd@0 687 <tr>
wolffd@0 688 <td><a href=http://www.hugin.com > Hugin Expert</a>
wolffd@0 689 <td> Hugin
wolffd@0 690 <td> N
wolffd@0 691 <td> Y
wolffd@0 692 <td> W
wolffd@0 693 <td> G
wolffd@0 694 <td> W
wolffd@0 695 <td> Y
wolffd@0 696 <td> CI
wolffd@0 697 <td> Y
wolffd@0 698 <td> $
wolffd@0 699 <td> CG
wolffd@0 700 <td> Jtree
wolffd@0 701 <td> -
wolffd@0 702
wolffd@0 703
wolffd@0 704 <tr>
wolffd@0 705 <td> <!--Name--> <a href=http://www.warnes.net/GregsSoftwareLinks/index_html?Tab=MCMC>Hydra</a>
wolffd@0 706 <td> <!--Authors-->Warnes (U.Wash.)
wolffd@0 707 <td> <!--Src-->Java
wolffd@0 708 <td> <!--API-->-
wolffd@0 709 <td> <!--Exec-->-
wolffd@0 710 <td> <!--Cts-->Cs
wolffd@0 711 <td> <!--GUI-->Y
wolffd@0 712 <td> <!--Params-->Y
wolffd@0 713 <td> <!--Struct-->N
wolffd@0 714 <td> <!--Utility-->N
wolffd@0 715 <td> <!--Free-->0
wolffd@0 716 <td> <!--Undir-->U,D
wolffd@0 717 <td> <!--Inference-->MCMC
wolffd@0 718 <td> <!--Comments-->-
wolffd@0 719
wolffd@0 720
wolffd@0 721 <tr>
wolffd@0 722 <!-- http://www.rpal.rockwell.com/ideal.html -->
wolffd@0 723 <td><a href=http://yoda.cis.temple.edu:8080/ideal>Ideal</a>
wolffd@0 724 <td> Rockwell
wolffd@0 725 <td> Lisp
wolffd@0 726 <td> Y
wolffd@0 727 <td> WUM
wolffd@0 728 <td> D
wolffd@0 729 <td> Y
wolffd@0 730 <td> N
wolffd@0 731 <td> N
wolffd@0 732 <td> Y
wolffd@0 733 <td> 0
wolffd@0 734 <td> D
wolffd@0 735 <td> Jtree
wolffd@0 736 <td> GUI requires Allegro Lisp.
wolffd@0 737
wolffd@0 738 <tr>
wolffd@0 739 <td><a href=http://www.cs.cmu.edu/~javabayes/Home/ > Java Bayes</a>
wolffd@0 740 <td> Cozman (CMU)
wolffd@0 741 <td> Java
wolffd@0 742 <td> Y
wolffd@0 743 <td> WUM
wolffd@0 744 <td> D
wolffd@0 745 <td> Y
wolffd@0 746 <td> N
wolffd@0 747 <td> N
wolffd@0 748 <td> Y
wolffd@0 749 <td> 0
wolffd@0 750 <td> D
wolffd@0 751 <td> Varelim, jtree
wolffd@0 752 <td> -
wolffd@0 753
wolffd@0 754
wolffd@0 755 <tr>
wolffd@0 756 <td> <!--Name--><a href="http://www.codeas.com/kbaseai.php" >KBaseAI</a>
wolffd@0 757 <td> <!--Authors-->Codeas
wolffd@0 758 <td> <!--Src-->N
wolffd@0 759 <td> <!--API-->Y
wolffd@0 760 <td> <!--Exec-->W,U
wolffd@0 761 <td> <!--Cts-->D
wolffd@0 762 <td> <!--GUI-->N
wolffd@0 763 <td> <!--Params-->N
wolffd@0 764 <td> <!--Struct-->N
wolffd@0 765 <td> <!--Utility-->N
wolffd@0 766 <td> <!--Free-->$
wolffd@0 767 <td> <!--Undir-->D
wolffd@0 768 <td> <!--Inference-->varelim
wolffd@0 769 <td> <!--Comments-->client/server architecture, multiple users, access
wolffd@0 770 control, query language
wolffd@0 771
wolffd@0 772
wolffd@0 773 <tr>
wolffd@0 774 <td> <!--Name--> <a href=http://www.cs.huji.ac.il/labs/compbio/LibB>LibB</a>
wolffd@0 775 <td> <!--Authors-->Friedman (Hebrew U)
wolffd@0 776 <td> <!--Src-->N
wolffd@0 777 <td> <!--API-->Y
wolffd@0 778 <td> <!--Exec-->W
wolffd@0 779 <td> <!--Cts-->D
wolffd@0 780 <td> <!--GUI-->N
wolffd@0 781 <td> <!--Params-->Y
wolffd@0 782 <td> <!--Struct-->Y
wolffd@0 783 <td> <!--Utility-->N
wolffd@0 784 <td> <!--Free-->0
wolffd@0 785 <td> <!--Undir-->D
wolffd@0 786 <td> <!--Inference-->none
wolffd@0 787 <td> <!--Comments-->
wolffd@0 788 Structure learning
wolffd@0 789
wolffd@0 790 <tr>
wolffd@0 791 <td><a href=http://www.hypergraph.dk/ > MIM</a>
wolffd@0 792 <td> HyperGraph Software
wolffd@0 793 <td> N
wolffd@0 794 <td> N
wolffd@0 795 <td> W
wolffd@0 796 <td> G
wolffd@0 797 <td> Y
wolffd@0 798 <td> Y
wolffd@0 799 <td> Y
wolffd@0 800 <td> N
wolffd@0 801 <td> $
wolffd@0 802 <td> CG
wolffd@0 803 <td> Jtree
wolffd@0 804 <td> Up to 52 variables.
wolffd@0 805
wolffd@0 806 <tr>
wolffd@0 807 <td><a href=http://research.microsoft.com/adapt/MSBNx/ > MSBNx</a>
wolffd@0 808 <td> Microsoft
wolffd@0 809 <td> N
wolffd@0 810 <td> Y
wolffd@0 811 <td> W
wolffd@0 812 <td> D
wolffd@0 813 <td> W
wolffd@0 814 <td> N
wolffd@0 815 <td> N
wolffd@0 816 <td> Y
wolffd@0 817 <td> 0
wolffd@0 818 <td> D
wolffd@0 819 <td> Jtree
wolffd@0 820 <td> -
wolffd@0 821
wolffd@0 822 <tr>
wolffd@0 823 <td><a href=http://www.norsys.com > Netica</a>
wolffd@0 824 <td> Norsys
wolffd@0 825 <td> N
wolffd@0 826 <td> WUM
wolffd@0 827 <td> W
wolffd@0 828 <td> G
wolffd@0 829 <td> W
wolffd@0 830 <td> Y
wolffd@0 831 <td> N
wolffd@0 832 <td> Y
wolffd@0 833 <td> $
wolffd@0 834 <td> D
wolffd@0 835 <td> jtree
wolffd@0 836 <td> -
wolffd@0 837
wolffd@0 838 <tr>
wolffd@0 839 <td> <!--Name--> <a href="http://www.autonlab.org/autonweb/showSoftware/149/">Optimal
wolffd@0 840 Reinsertion</a>
wolffd@0 841 <td> <!--Authors-->Moore, Wong (CMU)
wolffd@0 842 <td> <!--Src-->N
wolffd@0 843 <td> <!--API-->N
wolffd@0 844 <td> <!--Exec-->W,U
wolffd@0 845 <td> <!--Cts-->D
wolffd@0 846 <td> <!--GUI-->N
wolffd@0 847 <td> <!--Params-->Y
wolffd@0 848 <td> <!--Struct-->Y
wolffd@0 849 <td> <!--Utility-->N
wolffd@0 850 <td> <!--Free-->0
wolffd@0 851 <td> <!--Undir-->D
wolffd@0 852 <td> <!--Inference-->none
wolffd@0 853 <td> <!--Comments-->structure learning
wolffd@0 854
wolffd@0 855
wolffd@0 856 <tr>
wolffd@0 857 <td> <!--Name--> <a href="http://people.bu.edu/vladimir/pmt/index.html">PMT</a>
wolffd@0 858 <td> <!--Authors-->Pavlovic (BU)
wolffd@0 859 <td> <!--Src-->Matlab/C
wolffd@0 860 <td> <!--API-->-
wolffd@0 861 <td> <!--Exec-->-
wolffd@0 862 <td> <!--Cts-->D
wolffd@0 863 <td> <!--GUI-->N
wolffd@0 864 <td> <!--Params-->Y
wolffd@0 865 <td> <!--Struct-->N
wolffd@0 866 <td> <!--Utility-->N
wolffd@0 867 <td> <!--Free-->0
wolffd@0 868 <td> <!--Undir-->D
wolffd@0 869 <td> <!--Inference-->special purpose
wolffd@0 870 <td> <!--Comments-->-
wolffd@0 871
wolffd@0 872
wolffd@0 873
wolffd@0 874 <tr>
wolffd@0 875 <td> <!--Name--> <a href=http://www.intel.com/research/mrl/pnl/>PNL</a>
wolffd@0 876 <td> <!--Authors-->Eruhimov (Intel)
wolffd@0 877 <td> <!--Src-->C++
wolffd@0 878 <td> <!--API-->-
wolffd@0 879 <td> <!--Exec-->-
wolffd@0 880 <td> <!--Cts-->D
wolffd@0 881 <td> <!--GUI-->N
wolffd@0 882 <td> <!--Params-->Y
wolffd@0 883 <td> <!--Struct-->Y
wolffd@0 884 <td> <!--Utility-->N
wolffd@0 885 <td> <!--Free-->0
wolffd@0 886 <td> <!--Undir-->U,D
wolffd@0 887 <td> <!--Inference-->Jtree
wolffd@0 888 <td> <!--Comments-->
wolffd@0 889 A C++ version of BNT; will be released 12/03.
wolffd@0 890
wolffd@0 891
wolffd@0 892 <tr>
wolffd@0 893 <td><a href=http://iridia.ulb.ac.be/pulcinella/Welcome.html > Pulcinella</a>
wolffd@0 894 <td> IRIDIA
wolffd@0 895 <td> Lisp
wolffd@0 896 <td> Y
wolffd@0 897 <td> WUM
wolffd@0 898 <td> D
wolffd@0 899 <td> Y
wolffd@0 900 <td> N
wolffd@0 901 <td> N
wolffd@0 902 <td> N
wolffd@0 903 <td> 0
wolffd@0 904 <td> D
wolffd@0 905 <td> ?
wolffd@0 906 <td> Uses valuation systems for non-probabilistic calculi.
wolffd@0 907
wolffd@0 908 <tr>
wolffd@0 909 <!-- http://civil.colorado.edu/~dodier/sonero-mirror/index.html -->
wolffd@0 910 <td><a href=http://sourceforge.net/projects/riso>RISO</a>
wolffd@0 911 <td> Dodier (U.Colorado)
wolffd@0 912 <td> Java
wolffd@0 913 <td> Y
wolffd@0 914 <td> WUM
wolffd@0 915 <td> G
wolffd@0 916 <td> Y
wolffd@0 917 <td> N
wolffd@0 918 <td> N
wolffd@0 919 <td> N
wolffd@0 920 <td> 0
wolffd@0 921 <td> D
wolffd@0 922 <td> Polytree
wolffd@0 923 <td> Distributed implementation.
wolffd@0 924
wolffd@0 925
wolffd@0 926
wolffd@0 927 <tr>
wolffd@0 928 <td> <!--Name--> <a href=http://reasoning.cs.ucla.edu/samiam/> Sam Iam</a>
wolffd@0 929 <td> <!--Authors-->Darwiche (UCLA)
wolffd@0 930 <td> <!--Src-->N
wolffd@0 931 <td> <!--API-->N ?
wolffd@0 932 <td> <!--Exec-->WU ? (Java executable)
wolffd@0 933 <td> <!--Cts-->G ?
wolffd@0 934 <td> <!--GUI-->Y
wolffd@0 935 <td> <!--Params-->Y
wolffd@0 936 <td> <!--Struct-->N ?
wolffd@0 937 <td> <!--Utility-->Y
wolffd@0 938 <td> <!--Free-->0
wolffd@0 939 <td> <!--Undir-->D
wolffd@0 940 <td> <!--Inference-->Recursive conditioning
wolffd@0 941 <td> <!--Comments-->Also does sensitivity Analysis
wolffd@0 942
wolffd@0 943
wolffd@0 944 <tr>
wolffd@0 945 <td><a href=http://www.phil.cmu.edu/tetrad/>Tetrad</a>
wolffd@0 946 <td> CMU
wolffd@0 947 <td> N
wolffd@0 948 <td> N
wolffd@0 949 <td> WU
wolffd@0 950 <td> G
wolffd@0 951 <td> N
wolffd@0 952 <td> Y
wolffd@0 953 <td> CI
wolffd@0 954 <td> N
wolffd@0 955 <td> 0
wolffd@0 956 <td> U,D
wolffd@0 957 <td> None
wolffd@0 958 <td> -
wolffd@0 959
wolffd@0 960
wolffd@0 961 <tr>
wolffd@0 962 <td> <!--Name--> <a href="https://sourceforge.net/projects/unbbayes/">UnBBayes</a>
wolffd@0 963 <td> <!--Authors-->?
wolffd@0 964 <td> <!--Src-->Java
wolffd@0 965 <td> <!--API-->-
wolffd@0 966 <td> <!--Exec-->-
wolffd@0 967 <td> <!--Cts-->D
wolffd@0 968 <td> <!--GUI-->Y
wolffd@0 969 <td> <!--Params-->N
wolffd@0 970 <td> <!--Struct-->Y
wolffd@0 971 <td> <!--Utility-->N
wolffd@0 972 <td> <!--Free-->0
wolffd@0 973 <td> <!--Undir-->D
wolffd@0 974 <td> <!--Inference-->jtree
wolffd@0 975 <td> <!--Comments-->K2 for struct learning
wolffd@0 976
wolffd@0 977
wolffd@0 978 <tr>
wolffd@0 979 <td><a href=http://www.inference.phy.cam.ac.uk/jmw39/>Vibes</a>
wolffd@0 980 <td> Winn & Bishop (U. Cambridge)
wolffd@0 981 <td> Java
wolffd@0 982 <td> Y
wolffd@0 983 <td> WU
wolffd@0 984 <td> Cx
wolffd@0 985 <td> Y
wolffd@0 986 <td> Y
wolffd@0 987 <td> N
wolffd@0 988 <td> N
wolffd@0 989 <td> 0
wolffd@0 990 <td> D
wolffd@0 991 <td> Variational
wolffd@0 992 <td>
wolffd@0 993 Not yet available.
wolffd@0 994
wolffd@0 995
wolffd@0 996 <tr>
wolffd@0 997 <td><a href=http://snowhite.cis.uoguelph.ca/faculty_info/yxiang/ww3/> Web Weaver</a>
wolffd@0 998 <td> Xiang (U.Regina)
wolffd@0 999 <td> Java
wolffd@0 1000 <td> Y
wolffd@0 1001 <td> WUM
wolffd@0 1002 <td> D
wolffd@0 1003 <td> Y
wolffd@0 1004 <td> N
wolffd@0 1005 <td> N
wolffd@0 1006 <td> Y
wolffd@0 1007 <td> 0
wolffd@0 1008 <td> D
wolffd@0 1009 <td> ?
wolffd@0 1010 <td> -
wolffd@0 1011
wolffd@0 1012 <tr>
wolffd@0 1013 <td><a href=http://research.microsoft.com/~dmax/WinMine/tooldoc.htm > WinMine</a>
wolffd@0 1014 <td> Microsoft
wolffd@0 1015 <td> N
wolffd@0 1016 <td> N
wolffd@0 1017 <td> W
wolffd@0 1018 <td> Cx
wolffd@0 1019 <td> Y
wolffd@0 1020 <td> Y
wolffd@0 1021 <td> Y
wolffd@0 1022 <td> N
wolffd@0 1023 <td> 0
wolffd@0 1024 <td> U,D
wolffd@0 1025 <td> None
wolffd@0 1026 <td> Learns BN or dependency net structure.
wolffd@0 1027
wolffd@0 1028 <tr>
wolffd@0 1029 <td><a href=http://www.staff.city.ac.uk/~rgc/webpages/xbpage.html > XBAIES 2.0</a>
wolffd@0 1030 <td> Cowell (City U.)
wolffd@0 1031 <td> N
wolffd@0 1032 <td> N
wolffd@0 1033 <td> W
wolffd@0 1034 <td> G
wolffd@0 1035 <td> Y
wolffd@0 1036 <td> Y
wolffd@0 1037 <td> N
wolffd@0 1038 <td> Y
wolffd@0 1039 <td> 0
wolffd@0 1040 <td> CG
wolffd@0 1041 <td> Jtree
wolffd@0 1042 <td> -
wolffd@0 1043
wolffd@0 1044 <tr>
wolffd@0 1045
wolffd@0 1046 </table>
wolffd@0 1047
wolffd@0 1048
wolffd@0 1049 <p>
wolffd@0 1050 <h2>Other sites related to (software for) graphical models</h2>
wolffd@0 1051 <ul>
wolffd@0 1052
wolffd@0 1053
wolffd@0 1054 <li>
wolffd@0 1055 <a
wolffd@0 1056 href="http://directory.google.com/Top/Computers/Artificial_Intelligence/Belief_Networks/Software/">
wolffd@0 1057 Google's list</a> of Bayes net software.
wolffd@0 1058
wolffd@0 1059 <!--
wolffd@0 1060 <li> <a href="http://www.sis.pitt.edu/~dsl/da-software.html">
wolffd@0 1061 Decision analysis programs</a>, list maintained by
wolffd@0 1062 Marek Druzdzel.
wolffd@0 1063 -->
wolffd@0 1064
wolffd@0 1065 <li> <a href="http://www.cs.cmu.edu/~lorens/papers/mscthesis.html">
wolffd@0 1066 Comparison of decision analysis software packages</a> by
wolffd@0 1067 Håkan L. Younes. The emphasis is on real-time decision making.
wolffd@0 1068
wolffd@0 1069 <li> <a href="http://bayes.stat.washington.edu/almond/belief.html">
wolffd@0 1070 Older belief net programs</a> (c 1996), a list created (but no longer maintained)
wolffd@0 1071 by Russ Almond.
wolffd@0 1072
wolffd@0 1073 <li>
wolffd@0 1074 <a
wolffd@0 1075 href="http://www.cs.huji.ac.il/labs/compbio/Repository">
wolffd@0 1076 Repository of Bayes nets</a>.
wolffd@0 1077
wolffd@0 1078 </document>