Mercurial > hg > jslab
annotate src/samer/models/notyet/ModelGraph.java @ 8:5e3cbbf173aa tip
Reorganise some more
author | samer |
---|---|
date | Fri, 05 Apr 2019 22:41:58 +0100 |
parents | bf79fb79ee13 |
children |
rev | line source |
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samer@0 | 1 package samer.models; |
samer@0 | 2 import samer.tools.*; |
samer@0 | 3 |
samer@0 | 4 |
samer@0 | 5 public class ModelGraph extends AnonymousTask { |
samer@0 | 6 |
samer@0 | 7 public void run() {} |
samer@0 | 8 |
samer@0 | 9 // need models (nodes) |
samer@0 | 10 // and edges |
samer@0 | 11 |
samer@0 | 12 /* |
samer@0 | 13 Check model input and output ports |
samer@0 | 14 (Models need port descriptors) |
samer@0 | 15 Create buffers if necessary |
samer@0 | 16 setup plumbing: |
samer@0 | 17 setOutputModel |
samer@0 | 18 setInput |
samer@0 | 19 |
samer@0 | 20 Setting up: read model graph and compile |
samer@0 | 21 appropriate task list. |
samer@0 | 22 |
samer@0 | 23 do inference |
samer@0 | 24 compute latent variables |
samer@0 | 25 MAP estimates |
samer@0 | 26 posteriors |
samer@0 | 27 |
samer@0 | 28 for learning: |
samer@0 | 29 compute gradients |
samer@0 | 30 collect stats (Trainer.accumulate) |
samer@0 | 31 |
samer@0 | 32 subrate update models |
samer@0 | 33 flush trainers |
samer@0 | 34 old model + new stats --> new model |
samer@0 | 35 reset statistics |
samer@0 | 36 */ |
samer@0 | 37 } |