Format

Author: FredericWantiez

ext/AdvancedPSLibtaskExt.jl

@@ -149,8 +149,7 @@ function AbstractMCMC.step(
     newtrajectory = rand(rng, particles)
 
     replayed = AdvancedPS.replay(newtrajectory)
-    return AdvancedPS.PGSample(replayed.model.f, logevidence),
-    AdvancedPS.PGState(replayed)
+    return AdvancedPS.PGSample(replayed.model.f, logevidence), AdvancedPS.PGState(replayed)
 end
 
 function AbstractMCMC.sample(

src/container.jl

@@ -206,12 +206,12 @@ function resample_propagate!(
 
             Random.seed!(p.rng, seeds[1])
 
-            children[j+=1] = p
+            children[j += 1] = p
             # fork additional children
             for k in 2:ni
                 part = fork(p, isref)
                 Random.seed!(part.rng, seeds[k])
-                children[j+=1] = part
+                children[j += 1] = part
             end
         end
     end

test/smc.jl

@@ -7,12 +7,12 @@
         sampler = AdvancedPS.SMC(15, 0.6)
         @test sampler.nparticles == 15
         @test sampler.resampler ===
-              AdvancedPS.ResampleWithESSThreshold(AdvancedPS.resample_systematic, 0.6)
+            AdvancedPS.ResampleWithESSThreshold(AdvancedPS.resample_systematic, 0.6)
 
         sampler = AdvancedPS.SMC(20, AdvancedPS.resample_multinomial, 0.6)
         @test sampler.nparticles == 20
         @test sampler.resampler ===
-              AdvancedPS.ResampleWithESSThreshold(AdvancedPS.resample_multinomial, 0.6)
+            AdvancedPS.ResampleWithESSThreshold(AdvancedPS.resample_multinomial, 0.6)
 
         sampler = AdvancedPS.SMC(25, AdvancedPS.resample_systematic)
         @test sampler.nparticles == 25
@@ -112,12 +112,12 @@
         sampler = AdvancedPS.PG(60, 0.6)
         @test sampler.nparticles == 60
         @test sampler.resampler ===
-              AdvancedPS.ResampleWithESSThreshold(AdvancedPS.resample_systematic, 0.6)
+            AdvancedPS.ResampleWithESSThreshold(AdvancedPS.resample_systematic, 0.6)
 
         sampler = AdvancedPS.PG(80, AdvancedPS.resample_multinomial, 0.6)
         @test sampler.nparticles == 80
         @test sampler.resampler ===
-              AdvancedPS.ResampleWithESSThreshold(AdvancedPS.resample_multinomial, 0.6)
+            AdvancedPS.ResampleWithESSThreshold(AdvancedPS.resample_multinomial, 0.6)
 
         sampler = AdvancedPS.PG(100, AdvancedPS.resample_systematic)
         @test sampler.nparticles == 100