Changeset 15748

Timestamp:

02/09/18 16:13:47 (7 years ago)

Author:

gkronber

Message:

#2893: implemented a first version of Bayesian non-linear regression using HMC sampling

Location:

branches/2893_BNLR

Files:

• HeuristicLab.Algorithms.DataAnalysis/3.4/HeuristicLab.Algorithms.DataAnalysis-3.4.csproj (modified) (2 diffs)
• HeuristicLab.Algorithms.DataAnalysis/3.4/NonlinearRegression/BayesianNonlinearRegression.cs (added)
• HeuristicLab.Algorithms.DataAnalysis/3.4/NonlinearRegression/BayesianNonlinearRegressionModel.cs (added)
• HeuristicLab.Random/3.3/HamiltonianMonteCarlo.cs (added)
• HeuristicLab.Random/3.3/HeuristicLab.Random-3.3.csproj (modified) (1 diff)

branches/2893_BNLR/HeuristicLab.Algorithms.DataAnalysis/3.4/HeuristicLab.Algorithms.DataAnalysis-3.4.csproj

@@ -293 +293 @@
     <Compile Include="NeuralNetwork\NeuralNetworkRegression.cs" />
     <Compile Include="NeuralNetwork\NeuralNetworkRegressionSolution.cs" />
+    <Compile Include="NonlinearRegression\BayesianNonlinearRegression.cs" />
+    <Compile Include="NonlinearRegression\BayesianNonlinearRegressionModel.cs" />
     <Compile Include="NonlinearRegression\NonlinearRegression.cs" />
     <Compile Include="Plugin.cs" />
@@ -320 +322 @@
     <Compile Include="TSNE\Distances\IndexedItemDistance.cs" />
     <Compile Include="TSNE\Distances\ManhattanDistance.cs" />
-  <Compile Include="TSNE\Distances\WeightedEuclideanDistance.cs" />
+    <Compile Include="TSNE\Distances\WeightedEuclideanDistance.cs" />
     <Compile Include="TSNE\Distances\IDistance.cs" />
     <Compile Include="TSNE\PriorityQueue.cs" />

branches/2893_BNLR/HeuristicLab.Random/3.3/HeuristicLab.Random-3.3.csproj

@@ -119 +119 @@
     <None Include="Plugin.cs.frame" />
     <Compile Include="GammaDistributedRandom.cs" />
+    <Compile Include="HamiltonianMonteCarlo.cs" />
     <Compile Include="ListExtensions.cs" />
     <Compile Include="UniformDistributedRandom.cs" />