{"header":{"message":"Switch to one call to the neural network :wink:","description":null,"timestamp":"2023-04-21T01:12:54Z","authors":[{"email":"dan@bravender.net","name":"Dan Bravender"}]},"hash":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC","authors":[],"deps":{"hashes":[["RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC","Switch to one call to the neural network :wink:"],["AA",null],["FAYXGKV6PUEUYD7BKKV27RKCIJ44WD4L4ZO5ICC5XD5KK5I7X2LQC","Add back valueThreshold and useValueAfterDepth"],["JI4D6IVQLGH4DGRN2KTQOXFTXK6O6W2V3RXOY4NFHVWDVBYZU3OAC","Add toJson for saving results"],["LT2L5OITYEO7I6P5WA35E5FJ5AUGPMLFYYKPVI4WLBIH65AINECQC","Further ports for the MCTS engine"],["U3JHTSEMJLXNKOMAQJQPZKRW6GRPHYLG6DK53XVADIETKVCS2MFQC","Initial commit"],["CFHZG7YBOPR4OCNH73MRLZQS4XI5PUKGWWCELC45WRC4BQTU7SYQC","Remove pruning searches using value function - not working"],["KN2H7F5CIEAKA5XQ4NQXAZV25VNZ6AV7Q3M2FVOX2JF7JKMDFDCAC","Add backpropObserver"],["WN26XTZ7IZN4WNAVXZ4NKD4CXIU7IC6V7BFNVICNMQUVHBZXBNCAC","Give nodes a higher ucb if they have a higher relative score"],["UXWFBRYCNZIYOGP6MGMT5KGY6NFS566QDDJJZIP3YJODQI5QIHDAC","Allow searches using policy and value nets"],["X5QZYNRWTJ34XIIFY23MMQOGV6KASGYSRUMWL3U3A7GSV5JJERTAC","Remove scores"],["6X6DDDY32EIHOKTZ2PXAE4G7DJGRC46MCQGWNV2EATJUAHHUDSUAC","Give child reward based on parent's current playerreward = currentNode.parent?.currentPlayer() == winner \\? 1 : 0;"],["RSTSRBUU5TMYSKYBYC3APFOPDMCAPUG4ZLJS2TTAH4EBKAPKB5ZQC","Move shared parameters to a Config class"],["5AAIYEWRNV2H5226AFCA3SNM44P6ENVRDXGOYENPSCJV6L2N62AAC","Added four in a row"]],"deps":["FAYXGKV6PUEUYD7BKKV27RKCIJ44WD4L4ZO5ICC5XD5KK5I7X2LQC","JI4D6IVQLGH4DGRN2KTQOXFTXK6O6W2V3RXOY4NFHVWDVBYZU3OAC"],"known":["U3JHTSEMJLXNKOMAQJQPZKRW6GRPHYLG6DK53XVADIETKVCS2MFQC","LT2L5OITYEO7I6P5WA35E5FJ5AUGPMLFYYKPVI4WLBIH65AINECQC","WN26XTZ7IZN4WNAVXZ4NKD4CXIU7IC6V7BFNVICNMQUVHBZXBNCAC","KN2H7F5CIEAKA5XQ4NQXAZV25VNZ6AV7Q3M2FVOX2JF7JKMDFDCAC","UXWFBRYCNZIYOGP6MGMT5KGY6NFS566QDDJJZIP3YJODQI5QIHDAC","X5QZYNRWTJ34XIIFY23MMQOGV6KASGYSRUMWL3U3A7GSV5JJERTAC","6X6DDDY32EIHOKTZ2PXAE4G7DJGRC46MCQGWNV2EATJUAHHUDSUAC","CFHZG7YBOPR4OCNH73MRLZQS4XI5PUKGWWCELC45WRC4BQTU7SYQC","RSTSRBUU5TMYSKYBYC3APFOPDMCAPUG4ZLJS2TTAH4EBKAPKB5ZQC"]},"hunks":[{"Replacement":{"inode":{"change":4,"pos":22},"path":"test/dartmcts_test.dart","line":129,"ins":{"up_context":[{"change":4,"pos":248}],"down_context":[{"change":4,"pos":338}],"flag":"BLOCK","start":3,"end":74,"inode":{"change":4,"pos":22}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":248},"to":{"change":4,"start":248,"end":338},"introduced_by":4}],"inode":{"change":4,"pos":22}},"ins_contents":[{"Add":{"text":" NNPVResult getResult(GameState game) {","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:73"}}],"del_contents":[{"Del":{"text":" Map getMoveProbabilities(","pos":"UXWFBRYCNZIYOGP6MGMT5KGY6NFS566QDDJJZIP3YJODQI5QIHDAC:289"}},{"Del":{"text":" GameState game) {","pos":"UXWFBRYCNZIYOGP6MGMT5KGY6NFS566QDDJJZIP3YJODQI5QIHDAC:337"}}]}},{"Edit":{"inode":{"change":4,"pos":22},"path":"test/dartmcts_test.dart","line":131,"atom":{"NewVertex":{"up_context":[{"change":4,"pos":414}],"down_context":[{"change":4,"pos":414}],"flag":"BLOCK","start":75,"end":117,"inode":{"change":4,"pos":22}}},"contents":[{"Add":{"text":"","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:75"}},{"Add":{"text":" Map probabilites = {};","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:116"}}]}},{"Replacement":{"inode":{"change":4,"pos":22},"path":"test/dartmcts_test.dart","line":134,"ins":{"up_context":[{"change":4,"pos":453}],"down_context":[{"change":4,"pos":482}],"flag":"BLOCK","start":118,"end":155,"inode":{"change":4,"pos":22}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":453},"to":{"change":4,"start":453,"end":482},"introduced_by":4}],"inode":{"change":4,"pos":22}},"ins_contents":[{"Add":{"text":" probabilites = {","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:154"}}],"del_contents":[{"Del":{"text":" return {","pos":"UXWFBRYCNZIYOGP6MGMT5KGY6NFS566QDDJJZIP3YJODQI5QIHDAC:481"}}]}},{"Edit":{"inode":{"change":4,"pos":22},"path":"test/dartmcts_test.dart","line":146,"atom":{"EdgeMap":{"edges":[{"previous":"BLOCK","flag":"BLOCK | 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0.0);","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:227"}}],"del_contents":[{"Del":{"text":" @override","pos":"RSTSRBUU5TMYSKYBYC3APFOPDMCAPUG4ZLJS2TTAH4EBKAPKB5ZQC:15"}},{"Del":{"text":" double getValue(GameState game) {","pos":"RSTSRBUU5TMYSKYBYC3APFOPDMCAPUG4ZLJS2TTAH4EBKAPKB5ZQC:75"}},{"Del":{"text":" return 0;","pos":"RSTSRBUU5TMYSKYBYC3APFOPDMCAPUG4ZLJS2TTAH4EBKAPKB5ZQC:89"}}]}},{"Edit":{"inode":{"change":14,"pos":3648},"path":"lib/fourinarow.dart","line":91,"atom":{"NewVertex":{"up_context":[{"change":14,"pos":5856}],"down_context":[{"change":14,"pos":5856}],"flag":"BLOCK","start":235,"end":348,"inode":{"change":14,"pos":3648}}},"contents":[{"Add":{"text":" }","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:238"}},{"Add":{"text":"","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:239"}},{"Add":{"text":" @override","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:251"}},{"Add":{"text":" Map toJson() {","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:285"}},{"Add":{"text":" // TODO: implement toJson","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:315"}},{"Add":{"text":" throw UnimplementedError();","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:347"}}]}},{"Edit":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":20,"atom":{"NewVertex":{"up_context":[{"change":3,"pos":63}],"down_context":[{"change":4,"pos":1583}],"flag":"BLOCK","start":350,"end":557,"inode":{"change":4,"pos":12817}}},"contents":[{"Add":{"text":"}","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:351"}},{"Add":{"text":"","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:352"}},{"Add":{"text":"class NNPVResult {","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:381"}},{"Add":{"text":" Map probabilities;","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:420"}},{"Add":{"text":" Map qs;","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:448"}},{"Add":{"text":" double value;","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:464"}},{"Add":{"text":"","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:465"}},{"Add":{"text":" NNPVResult(","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:479"}},{"Add":{"text":" {required this.probabilities, required this.qs, required this.value});","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:556"}}]}},{"Replacement":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":32,"ins":{"up_context":[{"change":4,"pos":1653}],"down_context":[{"change":4,"pos":161}],"flag":"BLOCK","start":558,"end":631,"inode":{"change":4,"pos":12817}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":1653},"to":{"change":4,"start":1653,"end":1699},"introduced_by":4},{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":1699},"to":{"change":2,"start":10,"end":114},"introduced_by":2}],"inode":{"change":4,"pos":12817}},"ins_contents":[{"Add":{"text":" NNPVResult getResult(GameState game);","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:630"}}],"del_contents":[{"Del":{"text":" Map getMoveProbabilities(","pos":"UXWFBRYCNZIYOGP6MGMT5KGY6NFS566QDDJJZIP3YJODQI5QIHDAC:1698"}},{"Del":{"text":" GameState game);","pos":"FAYXGKV6PUEUYD7BKKV27RKCIJ44WD4L4ZO5ICC5XD5KK5I7X2LQC:55"}},{"Del":{"text":" double getValue(GameState game);","pos":"FAYXGKV6PUEUYD7BKKV27RKCIJ44WD4L4ZO5ICC5XD5KK5I7X2LQC:113"}}]}},{"Replacement":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":35,"ins":{"up_context":[{"change":4,"pos":164}],"down_context":[{"change":4,"pos":179}],"flag":"BLOCK","start":632,"end":669,"inode":{"change":4,"pos":12817}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":164},"to":{"change":4,"start":164,"end":179},"introduced_by":4}],"inode":{"change":4,"pos":12817}},"ins_contents":[{"Add":{"text":"class Config {","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:668"}}],"del_contents":[{"Del":{"text":"class Config {","pos":"RSTSRBUU5TMYSKYBYC3APFOPDMCAPUG4ZLJS2TTAH4EBKAPKB5ZQC:178"}}]}},{"Replacement":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":38,"ins":{"up_context":[{"change":4,"pos":226}],"down_context":[{"change":2,"pos":115}],"flag":"BLOCK","start":670,"end":729,"inode":{"change":4,"pos":12817}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":226},"to":{"change":4,"start":226,"end":263},"introduced_by":4}],"inode":{"change":4,"pos":12817}},"ins_contents":[{"Add":{"text":" NeuralNetworkPolicyAndValue? nnpv;","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:728"}}],"del_contents":[{"Del":{"text":" NeuralNetworkPolicyAndValue? nnpv;","pos":"RSTSRBUU5TMYSKYBYC3APFOPDMCAPUG4ZLJS2TTAH4EBKAPKB5ZQC:262"}}]}},{"Replacement":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":69,"ins":{"up_context":[{"change":4,"pos":7736}],"down_context":[{"change":4,"pos":507}],"flag":"BLOCK","start":730,"end":806,"inode":{"change":4,"pos":12817}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":1848},"to":{"change":4,"start":1848,"end":1904},"introduced_by":4},{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":1904},"to":{"change":4,"start":452,"end":469},"introduced_by":4}],"inode":{"change":4,"pos":12817}},"ins_contents":[{"Add":{"text":" NNPVResult? _nnpvResult;","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:766"}},{"Add":{"text":" Config config;","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:805"}}],"del_contents":[{"Del":{"text":" Map _moveProbabilitiesFromNN = {};","pos":"UXWFBRYCNZIYOGP6MGMT5KGY6NFS566QDDJJZIP3YJODQI5QIHDAC:1903"}},{"Del":{"text":" Config config;","pos":"RSTSRBUU5TMYSKYBYC3APFOPDMCAPUG4ZLJS2TTAH4EBKAPKB5ZQC:468"}}]}},{"Edit":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":152,"atom":{"NewVertex":{"up_context":[{"change":4,"pos":15100}],"down_context":[{"change":4,"pos":8603}],"flag":"BLOCK","start":807,"end":1038,"inode":{"change":4,"pos":12817}}},"contents":[{"Add":{"text":" NNPVResult get nnpvResult {","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:846"}},{"Add":{"text":" if (_nnpvResult == null && config.nnpv != null) {","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:900"}},{"Add":{"text":" _nnpvResult =","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:920"}},{"Add":{"text":" config.nnpv!.getResult(gameState as GameState);","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1001"}},{"Add":{"text":" }","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1007"}},{"Add":{"text":" return _nnpvResult!;","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1032"}},{"Add":{"text":" }","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1036"}},{"Add":{"text":"","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1037"}}]}},{"Edit":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":161,"atom":{"EdgeMap":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":8650},"to":{"change":4,"start":615,"end":750},"introduced_by":4},{"previous":"","flag":"DELETED","from":{"change":4,"pos":750},"to":{"change":4,"start":2513,"end":2617},"introduced_by":4},{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":2513},"to":{"change":4,"start":2513,"end":2617},"introduced_by":4}],"inode":{"change":4,"pos":12817}}},"contents":[{"Del":{"text":" if (config.nnpv != null && _moveProbabilitiesFromNN.isEmpty) {","pos":"RSTSRBUU5TMYSKYBYC3APFOPDMCAPUG4ZLJS2TTAH4EBKAPKB5ZQC:681"}},{"Del":{"text":" _moveProbabilitiesFromNN = config.nnpv!.getMoveProbabilities(","pos":"RSTSRBUU5TMYSKYBYC3APFOPDMCAPUG4ZLJS2TTAH4EBKAPKB5ZQC:749"}},{"Del":{"text":" gameState as GameState)","pos":"UXWFBRYCNZIYOGP6MGMT5KGY6NFS566QDDJJZIP3YJODQI5QIHDAC:2573"}},{"Del":{"text":" as Map;","pos":"UXWFBRYCNZIYOGP6MGMT5KGY6NFS566QDDJJZIP3YJODQI5QIHDAC:2610"}},{"Del":{"text":" }","pos":"UXWFBRYCNZIYOGP6MGMT5KGY6NFS566QDDJJZIP3YJODQI5QIHDAC:2616"}}]}},{"Replacement":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":166,"ins":{"up_context":[{"change":4,"pos":6237}],"down_context":[{"change":4,"pos":362}],"flag":"BLOCK","start":1039,"end":1222,"inode":{"change":4,"pos":12817}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":6237},"to":{"change":4,"start":161,"end":210},"introduced_by":4},{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":210},"to":{"change":4,"start":1397,"end":1441},"introduced_by":4},{"previous":"","flag":"DELETED","from":{"change":4,"pos":1441},"to":{"change":4,"start":254,"end":362},"introduced_by":4},{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":254},"to":{"change":4,"start":254,"end":362},"introduced_by":4}],"inode":{"change":4,"pos":12817}},"ins_contents":[{"Add":{"text":" if (config.nnpv != null && (aVisits == 0 && bVisits == 0)) {","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1105"}},{"Add":{"text":" return (nnpvResult.probabilities[b.key] ?? 0)","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1159"}},{"Add":{"text":" .compareTo(nnpvResult.probabilities[a.key] ?? 0);","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1221"}}],"del_contents":[{"Del":{"text":" if (_moveProbabilitiesFromNN.isNotEmpty &&","pos":"X5QZYNRWTJ34XIIFY23MMQOGV6KASGYSRUMWL3U3A7GSV5JJERTAC:209"}},{"Del":{"text":" (aVisits == 0 && bVisits == 0)) {","pos":"6X6DDDY32EIHOKTZ2PXAE4G7DJGRC46MCQGWNV2EATJUAHHUDSUAC:1440"}},{"Del":{"text":" return (_moveProbabilitiesFromNN[b.key]!)","pos":"X5QZYNRWTJ34XIIFY23MMQOGV6KASGYSRUMWL3U3A7GSV5JJERTAC:303"}},{"Del":{"text":" .compareTo(_moveProbabilitiesFromNN[a.key]!);","pos":"X5QZYNRWTJ34XIIFY23MMQOGV6KASGYSRUMWL3U3A7GSV5JJERTAC:361"}}]}},{"Replacement":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":179,"ins":{"up_context":[{"change":4,"pos":6459}],"down_context":[{"change":4,"pos":2828}],"flag":"BLOCK","start":1223,"end":1471,"inode":{"change":4,"pos":12817}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":6459},"to":{"change":4,"start":371,"end":559},"introduced_by":4}],"inode":{"change":4,"pos":12817}},"ins_contents":[{"Add":{"text":" double bScore = b.value.ucb1(player,","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1265"}},{"Add":{"text":" config.nnpv != null ? (nnpvResult.probabilities[b.key] ?? 1.0) : 1.0);","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1346"}},{"Add":{"text":" double aScore = a.value.ucb1(player,","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1389"}},{"Add":{"text":" config.nnpv != null ? (nnpvResult.probabilities[a.key] ?? 1.0) : 1.0);","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1470"}}],"del_contents":[{"Del":{"text":" double bScore =","pos":"X5QZYNRWTJ34XIIFY23MMQOGV6KASGYSRUMWL3U3A7GSV5JJERTAC:392"}},{"Del":{"text":" b.value.ucb1(player, _moveProbabilitiesFromNN[b.key] ?? 1.0);","pos":"X5QZYNRWTJ34XIIFY23MMQOGV6KASGYSRUMWL3U3A7GSV5JJERTAC:464"}},{"Del":{"text":" double aScore =","pos":"X5QZYNRWTJ34XIIFY23MMQOGV6KASGYSRUMWL3U3A7GSV5JJERTAC:486"}},{"Del":{"text":" a.value.ucb1(player, _moveProbabilitiesFromNN[a.key] ?? 1.0);","pos":"X5QZYNRWTJ34XIIFY23MMQOGV6KASGYSRUMWL3U3A7GSV5JJERTAC:558"}}]}},{"Replacement":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":256,"ins":{"up_context":[{"change":4,"pos":3057}],"down_context":[{"change":4,"pos":1759}],"flag":"BLOCK","start":1472,"end":1533,"inode":{"change":4,"pos":12817}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":3057},"to":{"change":4,"start":3057,"end":3096},"introduced_by":4}],"inode":{"change":4,"pos":12817}},"ins_contents":[{"Add":{"text":" NeuralNetworkPolicyAndValue? nnpv,","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1532"}}],"del_contents":[{"Del":{"text":" NeuralNetworkPolicyAndValue? nnpv,","pos":"UXWFBRYCNZIYOGP6MGMT5KGY6NFS566QDDJJZIP3YJODQI5QIHDAC:3095"}}]}},{"Replacement":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":262,"ins":{"up_context":[{"change":4,"pos":17340}],"down_context":[{"change":2,"pos":344}],"flag":"BLOCK","start":1534,"end":1584,"inode":{"change":4,"pos":12817}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":4,"pos":17340},"to":{"change":2,"start":316,"end":344},"introduced_by":2}],"inode":{"change":4,"pos":12817}},"ins_contents":[{"Add":{"text":" Config config = Config(","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1583"}}],"del_contents":[{"Del":{"text":" Config config = Config(","pos":"FAYXGKV6PUEUYD7BKKV27RKCIJ44WD4L4ZO5ICC5XD5KK5I7X2LQC:343"}}]}},{"Replacement":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":311,"ins":{"up_context":[{"change":2,"pos":824}],"down_context":[{"change":2,"pos":931}],"flag":"BLOCK","start":1585,"end":1615,"inode":{"change":4,"pos":12817}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":2,"pos":824},"to":{"change":2,"start":824,"end":931},"introduced_by":2}],"inode":{"change":4,"pos":12817}},"ins_contents":[{"Add":{"text":" if (winner != null) {","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1614"}}],"del_contents":[{"Del":{"text":" if (config.useValueAfterDepth != null &&","pos":"FAYXGKV6PUEUYD7BKKV27RKCIJ44WD4L4ZO5ICC5XD5KK5I7X2LQC:872"}},{"Del":{"text":" currentDepth >= config.useValueAfterDepth!) {","pos":"FAYXGKV6PUEUYD7BKKV27RKCIJ44WD4L4ZO5ICC5XD5KK5I7X2LQC:930"}}]}},{"Replacement":{"inode":{"change":4,"pos":12817},"path":"lib/dartmcts.dart","line":332,"ins":{"up_context":[{"change":2,"pos":1259}],"down_context":[{"change":2,"pos":1439}],"flag":"BLOCK","start":1616,"end":1732,"inode":{"change":4,"pos":12817}},"del":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":2,"pos":1259},"to":{"change":2,"start":1259,"end":1439},"introduced_by":2}],"inode":{"change":4,"pos":12817}},"ins_contents":[{"Add":{"text":" if (currentDepth >= config.useValueAfterDepth!) {","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1671"}},{"Add":{"text":" double currentValue = currentNode.nnpvResult.value;","pos":"RKTDDNSGNOB7K27XI6ZBRXHCBOAMAKM667BUQIQSVZ2YJED2YCPQC:1731"}}],"del_contents":[{"Del":{"text":" if (currentDepth > config.useValueAfterDepth!) {","pos":"FAYXGKV6PUEUYD7BKKV27RKCIJ44WD4L4ZO5ICC5XD5KK5I7X2LQC:1313"}},{"Del":{"text":" double currentValue = config.nnpv!.getValue(","pos":"FAYXGKV6PUEUYD7BKKV27RKCIJ44WD4L4ZO5ICC5XD5KK5I7X2LQC:1366"}},{"Del":{"text":" currentNode.gameState as GameState);","pos":"FAYXGKV6PUEUYD7BKKV27RKCIJ44WD4L4ZO5ICC5XD5KK5I7X2LQC:1438"}}]}}],"owner":"dbravender","repo":"dartmcts","token":"GSk0IPt9keCFV+SSBc/jvVsnS/kKHWcDK6pwMFQDKtE=","login":null}

…

Dependencies

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Review