readme updates

Author: rcoreilly

examples/deep_fsa/deep_fsa.go

@@ -748,7 +748,7 @@ func (ss *Sim) MakeToolbar(p *tree.Plan) {
 		Tooltip: "Opens your browser on the README file that contains instructions for how to run this model.",
 		Active:  egui.ActiveAlways,
 		Func: func() {
-			core.TheApp.OpenURL("https://github.com/emer/leabra/blob/main/examples/ra25/README.md")
+			core.TheApp.OpenURL("https://github.com/emer/leabra/blob/main/examples/deep_fsa/README.md")
 		},
 	})
 }

examples/hip_bench/diff/README.md

@@ -33,4 +33,4 @@ Below are comparisons between them:
 ## 2 V.S. 4
 ![](2vs4_diffs_1.png?raw=true "Diffs 1")
 
-![](2vs4_diffs_2.png?raw=true "Diffs 2")
+![](2vs4_diffs_2.png?raw=true "Diffs 2")

examples/hip_bench/hip_bench.go

@@ -2537,7 +2537,7 @@ func (ss *Sim) ConfigGUI() *core.Window {
 
 	tbar.AddAction(core.ActOpts{Label: "README", Icon: icons.FileMarkdown, Tooltip: "Opens your browser on the README file that contains instructions for how to run this model."}, win.This(),
 		func(recv, send tree.Node, sig int64, data interface{}) {
-			core.OpenURL("https://github.com/emer/leabra/blob/main/examples/ra25/README.md")
+			core.OpenURL("https://github.com/emer/leabra/blob/main/examples/hip_bench/README.md")
 		})
 
 	vp.UpdateEndNoSig(updt)

examples/hip_bench/testing_effect/hip_bench_te.go

@@ -2956,7 +2956,7 @@ func (ss *Sim) ConfigGUI() *core.Window {
 
 	tbar.AddAction(core.ActOpts{Label: "README", Icon: icons.FileMarkdown, Tooltip: "Opens your browser on the README file that contains instructions for how to run this model."}, win.This(),
 		func(recv, send tree.Node, sig int64, data interface{}) {
-			core.OpenURL("https://github.com/emer/leabra/blob/main/examples/ra25/README.md")
+			core.OpenURL("https://github.com/emer/leabra/blob/main/examples/hip_bench/testing_effect/README.md")
 		})
 
 	vp.UpdateEndNoSig(updt)

examples/sir2/sir2.go

@@ -562,7 +562,7 @@ func (ss *Sim) NewRun() {
 	ctx.Reset()
 	ctx.Mode = etime.Train
 	ss.Net.InitWeights()
-	ss.InitStats()
+	ss.StatsInit()
 	ss.StatCounters()
 	ss.Logs.ResetLog(etime.Train, etime.Epoch)
 	ss.Logs.ResetLog(etime.Test, etime.Epoch)
@@ -578,9 +578,9 @@ func (ss *Sim) TestAll() {
 ////////////////////////////////////////////////////////////////////////
 // 		Stats
 
-// InitStats initializes all the statistics.
+// StatsInit initializes all the statistics.
 // called at start of new run
-func (ss *Sim) InitStats() {
+func (ss *Sim) StatsInit() {
 	ss.Stats.SetFloat("SSE", 0.0)
 	ss.Stats.SetFloat("DA", 0.0)
 	ss.Stats.SetFloat("AbsDA", 0.0)