diff --git a/master/.buildinfo b/master/.buildinfo index a1b2a947..2600d2ac 100644 --- a/master/.buildinfo +++ b/master/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 3571a0099c35445d06ed883ad5fa97f1 +config: 70799ab83e93b0513439f85c86e42493 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/master/API-Doc.html b/master/API-Doc.html index 561287f4..22fdcfe0 100644 --- a/master/API-Doc.html +++ b/master/API-Doc.html @@ -834,6 +834,8 @@

3.1 Integer hyperparametersTrue, the values of the hyperparameter will be sampled on a logarithmic scale. Defaults to False

+

  • lower (int, float, optional) – Lower bound of a range of values from which the hyperparameter will be sampled

    • +

  • upper (int, float, optional) – Upper bound of a range of values from which the hyperparameter will be sampled

  • meta (Dict, optional) – Field for holding meta data provided by the user. Not used by the configuration space.

    • @@ -864,7 +866,7 @@

    3.2 Float hyperparametersParameters
    diff --git a/master/searchindex.js b/master/searchindex.js index 43203bcb..52e7377a 100644 --- a/master/searchindex.js +++ b/master/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["API-Doc","User-Guide","index","quickstart"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.viewcode":1,sphinx:56},filenames:["API-Doc.rst","User-Guide.rst","index.rst","quickstart.rst"],objects:{"ConfigSpace.conditions":{AndConjunction:[0,0,1,""],EqualsCondition:[0,0,1,""],GreaterThanCondition:[0,0,1,""],InCondition:[0,0,1,""],LessThanCondition:[0,0,1,""],NotEqualsCondition:[0,0,1,""],OrConjunction:[0,0,1,""]},"ConfigSpace.configuration_space":{Configuration:[0,0,1,""],ConfigurationSpace:[0,0,1,""]},"ConfigSpace.configuration_space.Configuration":{get:[0,1,1,""],get_array:[0,1,1,""],get_dictionary:[0,1,1,""],is_valid_configuration:[0,1,1,""],keys:[0,1,1,""]},"ConfigSpace.configuration_space.ConfigurationSpace":{add_condition:[0,1,1,""],add_conditions:[0,1,1,""],add_configuration_space:[0,1,1,""],add_forbidden_clause:[0,1,1,""],add_forbidden_clauses:[0,1,1,""],add_hyperparameter:[0,1,1,""],add_hyperparameters:[0,1,1,""],check_configuration:[0,1,1,""],check_configuration_vector_representation:[0,1,1,""],generate_all_continuous_from_bounds:[0,1,1,""],get_active_hyperparameters:[0,1,1,""],get_all_conditional_hyperparameters:[0,1,1,""],get_all_unconditional_hyperparameters:[0,1,1,""],get_child_conditions_of:[0,1,1,""],get_children_of:[0,1,1,""],get_conditions:[0,1,1,""],get_default_configuration:[0,1,1,""],get_forbiddens:[0,1,1,""],get_hyperparameter:[0,1,1,""],get_hyperparameter_by_idx:[0,1,1,""],get_hyperparameter_names:[0,1,1,""],get_hyperparameters:[0,1,1,""],get_hyperparameters_dict:[0,1,1,""],get_idx_by_hyperparameter_name:[0,1,1,""],get_parent_conditions_of:[0,1,1,""],get_parents_of:[0,1,1,""],keys:[0,1,1,""],sample_configuration:[0,1,1,""],seed:[0,1,1,""]},"ConfigSpace.hyperparameters":{CategoricalHyperparameter:[0,0,1,""],Constant:[0,0,1,""],NormalFloatHyperparameter:[0,0,1,""],NormalIntegerHyperparameter:[0,0,1,""],OrdinalHyperparameter:[0,0,1,""],UniformFloatHyperparameter:[0,0,1,""],UniformIntegerHyperparameter:[0,0,1,""]},"ConfigSpace.read_and_write":{json:[0,2,0,"-"],pcs:[0,2,0,"-"],pcs_new:[0,2,0,"-"]},"ConfigSpace.read_and_write.json":{read:[0,3,1,""],write:[0,3,1,""]},"ConfigSpace.read_and_write.pcs":{read:[0,3,1,""],write:[0,3,1,""]},"ConfigSpace.read_and_write.pcs_new":{read:[0,3,1,""],write:[0,3,1,""]},"ConfigSpace.util":{deactivate_inactive_hyperparameters:[0,3,1,""],fix_types:[0,3,1,""],generate_grid:[0,3,1,""],get_one_exchange_neighbourhood:[0,3,1,""],get_random_neighbor:[0,3,1,""],impute_inactive_values:[0,3,1,""]},ConfigSpace:{ForbiddenAndConjunction:[0,0,1,""],ForbiddenEqualsClause:[0,0,1,""],ForbiddenInClause:[0,0,1,""],util:[0,2,0,"-"]}},objnames:{"0":["py","class","Python class"],"1":["py","method","Python method"],"2":["py","module","Python module"],"3":["py","function","Python function"]},objtypes:{"0":"py:class","1":"py:method","2":"py:module","3":"py:function"},terms:{"0":[0,1,3],"06756":2,"1":[1,3],"10":[0,1,2],"100":[0,1,2],"10000":0,"1234":[1,2,3],"15":0,"159":0,"1908":2,"1915194503788923":3,"1e":1,"1e2":1,"1st":2,"2":1,"20":0,"2016":0,"2019":2,"27":[0,2],"2nd":2,"3":2,"30":0,"305":0,"3rd":2,"4":1,"42":1,"4th":2,"5":[1,3],"55":[0,2],"6169610992422154":1,"64":2,"66":1,"7":2,"8":0,"class":0,"default":[0,1,2,3],"final":0,"float":[2,3],"function":[0,1,2],"import":[0,1,2,3],"int":0,"m\u00fcller":2,"new":1,"return":0,"short":0,"true":[0,1],"while":0,A:[0,2,3],And:3,As:[0,1],But:1,By:0,For:[0,1,3],If:[0,1],In:[0,1,2],It:[0,1,2],Its:0,Not:0,On:2,The:[0,1,2,3],There:3,These:[0,1],To:[0,1,2,3],_:0,abl:0,about:[0,1,2,3],abov:0,abstractcondit:0,abstractforbiddencompon:0,access:[0,1],achiev:1,aclib:0,across:0,activ:0,ad:[0,1,3],add:[0,1,2,3],add_condit:[0,1],add_configuration_spac:0,add_forbidden_claus:[0,1],add_hyperparamet:[0,1,2,3],addit:1,addition:2,after:0,again:1,algorithm:[0,2,3],all:[0,1,3],allow:[0,1],allow_inactive_with_valu:0,alpha:3,also:[0,1,3],alwai:[1,3],an:[0,1,3],anaconda:2,analysi:2,analyz:0,ani:0,anoth:[0,1],apart:0,api:2,appli:1,approach:0,apt:2,ar:[0,1,2,3],arg:0,argument:1,around:0,arrai:0,articl:2,arxiv:2,assum:1,author:2,auto:[2,3],autom:3,automl:[0,2,3],b:[0,2],base:0,basic:2,bayesian:2,becaus:1,been:0,being:[0,1],besid:2,between:[0,1,2],biedenkapp:2,blue:[0,2],boah:2,bohb:[2,3],bool:0,both:0,bound:0,brown:0,build:[0,2],c:[0,1,2],cach:0,calcul:0,call:1,can:[0,1,2,3],cartesian:0,cat_hp:0,categor:[2,3],categoricalhyperparamet:[0,1,2],cave:[0,1],certain:[0,1],chang:0,check:0,check_configur:0,check_configuration_vector_represent:0,child:[0,1],children:0,choic:[0,1,2],choos:1,choosen:0,chosen:[1,3],classif:1,classifi:1,claus:[2,3],code:0,coef0:1,coeffici:1,collect:0,com:0,combin:[0,1],compar:0,compil:2,complex:1,comput:0,concept:[1,3],cond:0,cond_1:1,cond_2:1,cond_3:1,conda:2,condit:[2,3],conditioncompon:0,conf:1,confer:0,config:0,config_id:0,configspac:[0,1,3],configur:[1,2,3],configuration_spac:0,configurationspac:[1,2,3],conjunct:[0,1],connect:0,constant:1,constant_penalty_and_loss:1,constrain:1,constraint:[0,1,2,3],contain:[0,1,2],content:0,continu:[0,1,3],correspond:0,creat:[0,1,3],cs:[0,1,2,3],csh:[0,1,2,3],custom:0,cycl:0,cython:2,d:0,data:[0,3],date:2,deactiv:0,deactivate_inactive_hyperparamet:0,debug:0,default_valu:[0,1],defin:[0,1,3],definit:[0,1],degre:1,delimit:0,demonstr:[1,2,3],depend:0,describ:[1,3],descript:[0,2],deseri:0,deserialized_conf:0,desir:0,detail:0,determin:0,dev:2,develop:0,deviat:0,dict:0,dictionari:[0,1],differ:[1,2],digraph:0,distribut:0,divid:0,document:1,doesn:0,don:[0,1],draw:0,drawn:0,dual:1,due:1,dure:0,each:0,easili:[0,1],edg:0,effici:0,eggensperg:2,either:[0,1],element:0,els:0,end:0,equal:[0,1],equalscondit:1,equival:0,error:0,essenti:2,evalu:1,even:1,exampl:[0,2],except:0,exchang:0,exemplari:3,exist:0,experi:0,explain:[1,2,3],explan:0,express:1,f:[0,2],factor:0,fals:[0,1,2],fast:1,featur:2,feurer:2,fh:[0,1],fidel:2,field:0,file:[0,1],find:[0,1],finit:1,first:[1,3],fix:0,fix_typ:0,floor:0,follow:[0,1,3],forbid:[0,1],forbidden:[2,3],forbidden_claus:0,forbidden_clause_a:0,forbidden_clause_b:0,forbiddenandconjunct:1,forbiddenequalsclaus:1,form:[0,1],format:[0,1,2],found:0,frank:0,free:3,from:[0,1,3],further:[0,1],furthermor:[1,2],gamma:1,gcc_linux:2,gener:0,generate_all_continuous_from_bound:0,generate_grid:0,get:[0,2],get_active_hyperparamet:0,get_all_conditional_hyperparamet:0,get_all_unconditional_hyperparamet:0,get_arrai:0,get_child_conditions_of:0,get_children_of:0,get_condit:0,get_default_configur:0,get_dictionari:0,get_forbidden:0,get_hyperparamet:0,get_hyperparameter_by_idx:0,get_hyperparameter_nam:0,get_hyperparameters_dict:0,get_idx_by_hyperparameter_nam:0,get_one_exchange_neighbourhood:0,get_parent_conditions_of:0,get_parents_of:0,get_random_neighbor:0,github:0,give:0,given:0,good:1,greater:0,greater_cond:0,greaterthancondit:1,green:[0,2],grid:0,group:2,grow:1,guid:[0,2,3],gxx_linux:2,h:0,ha:[0,1,2,3],have:[0,1,3],header:2,heavi:3,help:0,here:[0,1],higher:[0,2],hing:1,hold:0,holger:0,homepag:2,hoo:0,how:[0,2,3],http:0,human:0,hutter:[0,2],hyperparamet:[2,3],hyperparameter_nam:0,hyperparamt:0,id:0,idx:0,implement:[0,1],imput:0,impute_inactive_valu:0,inaccuraci:1,inact:0,inactiv:0,includ:[0,1,2,3],incondit:1,indent:0,independ:1,inform:[0,3],input:0,insert:1,instanc:[0,1],instead:0,integ:2,intellig:0,intern:0,introduc:[1,2],introduct:3,involv:1,is_valid_configur:0,issu:0,item:0,iter:[0,1],its:[0,1,2],j:2,jason_str:0,journal:2,json:1,json_str:1,just:1,k:2,keep:0,kei:0,kernel:1,kernel_typ:1,kevin:0,know:0,l1:1,l2:1,last:1,later:2,learn:[0,1,3],legal:0,less:0,less_cond:0,lessthancondit:1,leyton:0,lg:2,librari:0,like:0,limit:1,lindauer:2,linear:1,lion:0,list:0,log:[0,1,2],logarithm:0,look:[0,1,3],loss:1,lot:1,lower:[0,1,2,3],m:2,machin:[1,3],made:0,mai:1,make:[0,1,3],manag:2,marben:2,mathbb:1,mathcal:[0,1],max_it:1,maximum:1,mean:[0,1],met:[0,1],meta:0,method:0,miniconda:2,model:0,modifi:[0,1],modul:[0,2,3],more:[0,1,2,3],mu:0,multi:2,multipl:1,must:[0,1],n:[0,1],name:[0,1,3],ndarrai:0,necessari:0,need:1,neg:0,neigbour:0,neighbor:0,neighborhood:0,neighbourhood:0,next:0,none:0,norm:1,normal:0,normal_float:0,normal_float_hp:0,normal_int:0,normal_int_hp:0,normalfloat:0,normalfloathyperparamet:0,normalinteg:0,normalintegerhyperparamet:0,note:3,notequalscondit:1,now:1,np:0,num_neighbor:0,num_steps_dict:0,number:[0,1],numer:3,numpi:[0,2],object:[0,1,3],observ:1,occur:1,offer:[0,1],often:2,old:0,old_nam:0,one:[0,3],onli:[0,1,3],open:[0,1],optim:[0,1,2],option:[0,3],orconjunct:1,ord_hp:0,order:[0,1],ordereddict:0,ordin:[0,3],ordinal_hp:0,org:2,organ:0,origin:0,other:0,otherwis:0,our:2,out:1,output:1,over:0,own:[0,3],p:2,packag:[0,2,3],pair:0,paramet:[0,1],parent:[0,1],parent_hyperparamet:0,pars:0,part:0,pc:1,pcs_new:0,pcs_string:0,penal:1,penalti:1,penalty_and_du:1,penalty_and_loss:1,pip:2,pleas:[0,1],point:[0,1,3],poli:1,polynomi:1,possibl:[0,1,3],power:[0,3],prefix:0,previous:0,probabl:0,problem:1,proceed:0,process:0,product:0,program:0,project:2,provid:0,purpos:[1,3],pypars:2,pysmac:0,python3:2,python:[0,1,2],q:0,quantiz:0,quickli:1,quickstart:[0,2],r:[0,1],rais:0,random:0,rang:[0,1,2,3],rbf:1,read:[0,1,2,3],read_and_writ:[0,1],readabl:0,reader:0,realiz:[0,1,3],red:[0,2],referenc:0,regress:3,regular:1,reject:0,relat:1,remov:0,renam:0,replac:0,repres:0,represant:0,represent:0,request:0,requir:2,restored_conf:1,restrict:[0,1],retriev:0,ridg:3,s:[0,3],same:0,sampl:[0,1,3],sample_configur:[0,1,2,3],satisfi:0,scale:0,scikit:1,scope:1,search:[0,1],second:1,section:[2,3],see:[0,2],seed:[0,1,2,3],select:3,sens:1,sequenc:0,sequenti:0,serial:[2,3],set:[0,2,3],share:0,should:0,show:[0,3],shown:[0,1],side:0,sigma:0,sigmoid:1,signific:1,similar:[0,1],simpl:[0,1,2,3],sinc:1,singl:0,situat:0,size:0,sklearn:[1,2,3],smac3:[2,3],smac:0,solv:1,solver:1,some:1,sourc:0,space:[0,1,2,3],specifi:[0,1],speed:0,split:0,squared_hing:1,standard:0,state:[0,1],statement:0,stdev:0,step:[1,3],store:[0,1],str:0,strategi:0,string:0,structur:[0,3],subset:0,sudo:2,suit:2,summari:0,support:[0,1],sure:1,svm:1,t:[0,1],take:[0,1,3],taken:0,task:[1,2],term:1,text:2,than:0,thei:0,them:[0,1],therefor:1,thi:[0,1,2,3],third:1,those:[1,2,3],three:1,through:0,thu:1,time:0,titl:2,togeth:1,tool:[0,1,2,3],toolkit:3,topic:3,track:0,translat:2,tree:0,tune:[1,3],tupl:0,tutori:3,two:0,type:[0,1,2,3],ubuntu:2,uncondit:0,underli:0,uni_float:0,uni_int:0,unicod:0,uniform:0,uniform_float_hp:0,uniform_integer_hp:0,uniformfloat:[0,1,3],uniformfloathyperparamet:[0,1,3],uniforminteg:[0,2],uniformintegerhyperparamet:[0,1,2],union:0,unlik:1,up:[0,2,3],upper:[0,1,2,3],us:[0,1,2,3],usag:[0,1,2],user:[0,2,3],util:2,valid:[0,1],valu:[0,1,2,3],valueerror:0,variou:2,vector:[0,1],veri:1,version:0,view:0,visit:[2,3],w:[0,1],wa:0,wai:3,want:1,we:[1,3],weight:0,well:[0,1,3],were:0,what:3,when:2,where:0,whether:0,which:[0,1,3],whitespac:0,within:[0,1],work:1,write:[0,1],writer:0,written:0,year:0,you:[1,2,3],your:[0,3],zero:0},titles:["API-Documentation","User Guide","Welcome to ConfigSpace\u2019s documentation!","Quickstart"],titleterms:{"1":0,"1st":1,"2":0,"2nd":1,"3":0,"3rd":1,"4":0,"4th":1,"5":0,"6":0,"7":0,"float":[0,1],"new":0,andconjunct:0,api:0,basic:3,categor:[0,1],cite:2,claus:[0,1],condit:[0,1],configspac:2,configur:0,configurationspac:0,constant:0,content:2,document:[0,2],equalscondit:0,exampl:1,forbidden:[0,1],forbiddenandconjunct:0,forbiddenequalsclaus:0,forbiddeninclaus:0,greaterthancondit:0,guid:1,hyperparamet:[0,1],incondit:0,instal:2,integ:[0,1],json:0,lessthancondit:0,notequalscondit:0,orconjunct:0,ordinalhyperparamet:0,pc:0,quickstart:3,s:2,serial:[0,1],usag:3,user:1,util:0,welcom:2}}) \ No newline at end of file +Search.setIndex({docnames:["API-Doc","User-Guide","index","quickstart"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.viewcode":1,sphinx:56},filenames:["API-Doc.rst","User-Guide.rst","index.rst","quickstart.rst"],objects:{"ConfigSpace.conditions":{AndConjunction:[0,0,1,""],EqualsCondition:[0,0,1,""],GreaterThanCondition:[0,0,1,""],InCondition:[0,0,1,""],LessThanCondition:[0,0,1,""],NotEqualsCondition:[0,0,1,""],OrConjunction:[0,0,1,""]},"ConfigSpace.configuration_space":{Configuration:[0,0,1,""],ConfigurationSpace:[0,0,1,""]},"ConfigSpace.configuration_space.Configuration":{get:[0,1,1,""],get_array:[0,1,1,""],get_dictionary:[0,1,1,""],is_valid_configuration:[0,1,1,""],keys:[0,1,1,""]},"ConfigSpace.configuration_space.ConfigurationSpace":{add_condition:[0,1,1,""],add_conditions:[0,1,1,""],add_configuration_space:[0,1,1,""],add_forbidden_clause:[0,1,1,""],add_forbidden_clauses:[0,1,1,""],add_hyperparameter:[0,1,1,""],add_hyperparameters:[0,1,1,""],check_configuration:[0,1,1,""],check_configuration_vector_representation:[0,1,1,""],generate_all_continuous_from_bounds:[0,1,1,""],get_active_hyperparameters:[0,1,1,""],get_all_conditional_hyperparameters:[0,1,1,""],get_all_unconditional_hyperparameters:[0,1,1,""],get_child_conditions_of:[0,1,1,""],get_children_of:[0,1,1,""],get_conditions:[0,1,1,""],get_default_configuration:[0,1,1,""],get_forbiddens:[0,1,1,""],get_hyperparameter:[0,1,1,""],get_hyperparameter_by_idx:[0,1,1,""],get_hyperparameter_names:[0,1,1,""],get_hyperparameters:[0,1,1,""],get_hyperparameters_dict:[0,1,1,""],get_idx_by_hyperparameter_name:[0,1,1,""],get_parent_conditions_of:[0,1,1,""],get_parents_of:[0,1,1,""],keys:[0,1,1,""],sample_configuration:[0,1,1,""],seed:[0,1,1,""]},"ConfigSpace.hyperparameters":{CategoricalHyperparameter:[0,0,1,""],Constant:[0,0,1,""],NormalFloatHyperparameter:[0,0,1,""],NormalIntegerHyperparameter:[0,0,1,""],OrdinalHyperparameter:[0,0,1,""],UniformFloatHyperparameter:[0,0,1,""],UniformIntegerHyperparameter:[0,0,1,""]},"ConfigSpace.read_and_write":{json:[0,2,0,"-"],pcs:[0,2,0,"-"],pcs_new:[0,2,0,"-"]},"ConfigSpace.read_and_write.json":{read:[0,3,1,""],write:[0,3,1,""]},"ConfigSpace.read_and_write.pcs":{read:[0,3,1,""],write:[0,3,1,""]},"ConfigSpace.read_and_write.pcs_new":{read:[0,3,1,""],write:[0,3,1,""]},"ConfigSpace.util":{deactivate_inactive_hyperparameters:[0,3,1,""],fix_types:[0,3,1,""],generate_grid:[0,3,1,""],get_one_exchange_neighbourhood:[0,3,1,""],get_random_neighbor:[0,3,1,""],impute_inactive_values:[0,3,1,""]},ConfigSpace:{ForbiddenAndConjunction:[0,0,1,""],ForbiddenEqualsClause:[0,0,1,""],ForbiddenInClause:[0,0,1,""],util:[0,2,0,"-"]}},objnames:{"0":["py","class","Python class"],"1":["py","method","Python method"],"2":["py","module","Python module"],"3":["py","function","Python function"]},objtypes:{"0":"py:class","1":"py:method","2":"py:module","3":"py:function"},terms:{"0":[0,1,3],"06756":2,"1":[1,3],"10":[0,1,2],"100":[0,1,2],"10000":0,"1234":[1,2,3],"15":0,"159":0,"1908":2,"1915194503788923":3,"1e":1,"1e2":1,"1st":2,"2":1,"20":0,"2016":0,"2019":2,"27":[0,2],"2nd":2,"3":2,"30":0,"305":0,"3rd":2,"4":1,"42":1,"4th":2,"5":[1,3],"55":[0,2],"6169610992422154":1,"64":2,"66":1,"7":2,"8":0,"class":0,"default":[0,1,2,3],"final":0,"float":[2,3],"function":[0,1,2],"import":[0,1,2,3],"int":0,"m\u00fcller":2,"new":1,"return":0,"short":0,"true":[0,1],"while":0,A:[0,2,3],And:3,As:[0,1],But:1,By:0,For:[0,1,3],If:[0,1],In:[0,1,2],It:[0,1,2],Its:0,Not:0,On:2,The:[0,1,2,3],There:3,These:[0,1],To:[0,1,2,3],_:0,abl:0,about:[0,1,2,3],abov:0,abstractcondit:0,abstractforbiddencompon:0,access:[0,1],achiev:1,aclib:0,across:0,activ:0,ad:[0,1,3],add:[0,1,2,3],add_condit:[0,1],add_configuration_spac:0,add_forbidden_claus:[0,1],add_hyperparamet:[0,1,2,3],addit:1,addition:2,after:0,again:1,algorithm:[0,2,3],all:[0,1,3],allow:[0,1],allow_inactive_with_valu:0,alpha:3,also:[0,1,3],alwai:[1,3],an:[0,1,3],anaconda:2,analysi:2,analyz:0,ani:0,anoth:[0,1],apart:0,api:2,appli:1,approach:0,apt:2,ar:[0,1,2,3],arg:0,argument:1,around:0,arrai:0,articl:2,arxiv:2,assum:1,author:2,auto:[2,3],autom:3,automl:[0,2,3],b:[0,2],base:0,basic:2,bayesian:2,becaus:1,been:0,being:[0,1],besid:2,between:[0,1,2],biedenkapp:2,blue:[0,2],boah:2,bohb:[2,3],bool:0,both:0,bound:0,brown:0,build:[0,2],c:[0,1,2],cach:0,calcul:0,call:1,can:[0,1,2,3],cartesian:0,cat_hp:0,categor:[2,3],categoricalhyperparamet:[0,1,2],cave:[0,1],certain:[0,1],chang:0,check:0,check_configur:0,check_configuration_vector_represent:0,child:[0,1],children:0,choic:[0,1,2],choos:1,choosen:0,chosen:[1,3],classif:1,classifi:1,claus:[2,3],code:0,coef0:1,coeffici:1,collect:0,com:0,combin:[0,1],compar:0,compil:2,complex:1,comput:0,concept:[1,3],cond:0,cond_1:1,cond_2:1,cond_3:1,conda:2,condit:[2,3],conditioncompon:0,conf:1,confer:0,config:0,config_id:0,configspac:[0,1,3],configur:[1,2,3],configuration_spac:0,configurationspac:[1,2,3],conjunct:[0,1],connect:0,constant:1,constant_penalty_and_loss:1,constrain:1,constraint:[0,1,2,3],contain:[0,1,2],content:0,continu:[0,1,3],correspond:0,creat:[0,1,3],cs:[0,1,2,3],csh:[0,1,2,3],custom:0,cycl:0,cython:2,d:0,data:[0,3],date:2,deactiv:0,deactivate_inactive_hyperparamet:0,debug:0,default_valu:[0,1],defin:[0,1,3],definit:[0,1],degre:1,delimit:0,demonstr:[1,2,3],depend:0,describ:[1,3],descript:[0,2],deseri:0,deserialized_conf:0,desir:0,detail:0,determin:0,dev:2,develop:0,deviat:0,dict:0,dictionari:[0,1],differ:[1,2],digraph:0,distribut:0,divid:0,document:1,doesn:0,don:[0,1],draw:0,drawn:0,dual:1,due:1,dure:0,each:0,easili:[0,1],edg:0,effici:0,eggensperg:2,either:[0,1],element:0,els:0,end:0,equal:[0,1],equalscondit:1,equival:0,error:0,essenti:2,evalu:1,even:1,exampl:[0,2],except:0,exchang:0,exemplari:3,exist:0,experi:0,explain:[1,2,3],explan:0,express:1,f:[0,2],factor:0,fals:[0,1,2],fast:1,featur:2,feurer:2,fh:[0,1],fidel:2,field:0,file:[0,1],find:[0,1],finit:1,first:[1,3],fix:0,fix_typ:0,follow:[0,1,3],forbid:[0,1],forbidden:[2,3],forbidden_claus:0,forbidden_clause_a:0,forbidden_clause_b:0,forbiddenandconjunct:1,forbiddenequalsclaus:1,form:[0,1],format:[0,1,2],found:0,frank:0,free:3,from:[0,1,3],further:[0,1],furthermor:[1,2],gamma:1,gcc_linux:2,gener:0,generate_all_continuous_from_bound:0,generate_grid:0,get:[0,2],get_active_hyperparamet:0,get_all_conditional_hyperparamet:0,get_all_unconditional_hyperparamet:0,get_arrai:0,get_child_conditions_of:0,get_children_of:0,get_condit:0,get_default_configur:0,get_dictionari:0,get_forbidden:0,get_hyperparamet:0,get_hyperparameter_by_idx:0,get_hyperparameter_nam:0,get_hyperparameters_dict:0,get_idx_by_hyperparameter_nam:0,get_one_exchange_neighbourhood:0,get_parent_conditions_of:0,get_parents_of:0,get_random_neighbor:0,github:0,give:0,given:0,good:1,greater:0,greater_cond:0,greaterthancondit:1,green:[0,2],grid:0,group:2,grow:1,guid:[0,2,3],gxx_linux:2,h:0,ha:[0,1,2,3],have:[0,1,3],header:2,heavi:3,help:0,here:[0,1],higher:[0,2],hing:1,hold:0,holger:0,homepag:2,hoo:0,how:[0,2,3],http:0,human:0,hutter:[0,2],hyperparamet:[2,3],hyperparameter_nam:0,hyperparamt:0,id:0,idx:0,implement:[0,1],imput:0,impute_inactive_valu:0,inaccuraci:1,inact:0,inactiv:0,includ:[0,1,2,3],incondit:1,indent:0,independ:1,inform:[0,3],input:0,insert:1,instanc:[0,1],instead:0,integ:2,intellig:0,intern:0,introduc:[1,2],introduct:3,involv:1,is_valid_configur:0,issu:0,item:0,iter:[0,1],its:[0,1,2],j:2,jason_str:0,journal:2,json:1,json_str:1,just:1,k:2,keep:0,kei:0,kernel:1,kernel_typ:1,kevin:0,know:0,l1:1,l2:1,last:1,later:2,learn:[0,1,3],legal:0,less:0,less_cond:0,lessthancondit:1,leyton:0,lg:2,librari:0,like:0,limit:1,lindauer:2,linear:1,lion:0,list:0,log:[0,1,2],logarithm:0,look:[0,1,3],loss:1,lot:1,lower:[0,1,2,3],m:2,machin:[1,3],made:0,mai:1,make:[0,1,3],manag:2,marben:2,mathbb:1,mathcal:[0,1],max_it:1,maximum:1,mean:[0,1],met:[0,1],meta:0,method:0,miniconda:2,model:0,modifi:[0,1],modul:[0,2,3],more:[0,1,2,3],mu:0,multi:2,multipl:1,must:[0,1],n:[0,1],name:[0,1,3],ndarrai:0,necessari:0,need:1,neg:0,neigbour:0,neighbor:0,neighborhood:0,neighbourhood:0,next:0,none:0,norm:1,normal:0,normal_float:0,normal_float_hp:0,normal_int:0,normal_int_hp:0,normalfloat:0,normalfloathyperparamet:0,normalinteg:0,normalintegerhyperparamet:0,note:3,notequalscondit:1,now:1,np:0,num_neighbor:0,num_steps_dict:0,number:[0,1],numer:3,numpi:[0,2],object:[0,1,3],observ:1,occur:1,offer:[0,1],often:2,old:0,old_nam:0,one:[0,3],onli:[0,1,3],open:[0,1],optim:[0,1,2],option:[0,3],orconjunct:1,ord_hp:0,order:[0,1],ordereddict:0,ordin:[0,3],ordinal_hp:0,org:2,organ:0,origin:0,other:0,otherwis:0,our:2,out:1,output:1,over:0,own:[0,3],p:2,packag:[0,2,3],pair:0,paramet:[0,1],parent:[0,1],parent_hyperparamet:0,pars:0,part:0,pc:1,pcs_new:0,pcs_string:0,penal:1,penalti:1,penalty_and_du:1,penalty_and_loss:1,pip:2,pleas:[0,1],point:[0,1,3],poli:1,polynomi:1,possibl:[0,1,3],power:[0,3],prefix:0,previous:0,probabl:0,problem:1,proceed:0,process:0,product:0,program:0,project:2,provid:0,purpos:[1,3],pypars:2,pysmac:0,python3:2,python:[0,1,2],q:0,quantiz:0,quickli:1,quickstart:[0,2],r:[0,1],rais:0,random:0,rang:[0,1,2,3],rbf:1,read:[0,1,2,3],read_and_writ:[0,1],readabl:0,reader:0,realiz:[0,1,3],red:[0,2],referenc:0,regress:3,regular:1,reject:0,relat:1,remov:0,renam:0,replac:0,repres:0,represant:0,represent:0,request:0,requir:2,restored_conf:1,restrict:[0,1],retriev:0,ridg:3,s:[0,3],same:0,sampl:[0,1,3],sample_configur:[0,1,2,3],satisfi:0,scale:0,scikit:1,scope:1,search:[0,1],second:1,section:[2,3],see:[0,2],seed:[0,1,2,3],select:3,sens:1,sequenc:0,sequenti:0,serial:[2,3],set:[0,2,3],share:0,should:0,show:[0,3],shown:[0,1],side:0,sigma:0,sigmoid:1,signific:1,similar:[0,1],simpl:[0,1,2,3],sinc:1,singl:0,situat:0,size:0,sklearn:[1,2,3],smac3:[2,3],smac:0,solv:1,solver:1,some:1,sourc:0,space:[0,1,2,3],specifi:[0,1],speed:0,split:0,squared_hing:1,standard:0,state:[0,1],statement:0,stdev:0,step:[1,3],store:[0,1],str:0,strategi:0,string:0,structur:[0,3],subset:0,sudo:2,suit:2,summari:0,support:[0,1],sure:1,svm:1,t:[0,1],take:[0,1,3],taken:0,task:[1,2],term:1,text:2,than:0,thei:0,them:[0,1],therefor:1,thi:[0,1,2,3],third:1,those:[1,2,3],three:1,through:0,thu:1,time:0,titl:2,togeth:1,tool:[0,1,2,3],toolkit:3,topic:3,track:0,translat:2,tree:0,tune:[1,3],tupl:0,tutori:3,two:0,type:[0,1,2,3],ubuntu:2,uncondit:0,underli:0,uni_float:0,uni_int:0,unicod:0,uniform:0,uniform_float_hp:0,uniform_integer_hp:0,uniformfloat:[0,1,3],uniformfloathyperparamet:[0,1,3],uniforminteg:[0,2],uniformintegerhyperparamet:[0,1,2],union:0,unlik:1,up:[0,2,3],upper:[0,1,2,3],us:[0,1,2,3],usag:[0,1,2],user:[0,2,3],util:2,valid:[0,1],valu:[0,1,2,3],valueerror:0,variou:2,vector:[0,1],veri:1,version:0,view:0,visit:[2,3],w:[0,1],wa:0,wai:3,want:1,we:[1,3],weight:0,well:[0,1,3],were:0,what:3,when:2,where:0,whether:0,which:[0,1,3],whitespac:0,within:[0,1],work:1,write:[0,1],writer:0,written:0,year:0,you:[1,2,3],your:[0,3],zero:0},titles:["API-Documentation","User Guide","Welcome to ConfigSpace\u2019s documentation!","Quickstart"],titleterms:{"1":0,"1st":1,"2":0,"2nd":1,"3":0,"3rd":1,"4":0,"4th":1,"5":0,"6":0,"7":0,"float":[0,1],"new":0,andconjunct:0,api:0,basic:3,categor:[0,1],cite:2,claus:[0,1],condit:[0,1],configspac:2,configur:0,configurationspac:0,constant:0,content:2,document:[0,2],equalscondit:0,exampl:1,forbidden:[0,1],forbiddenandconjunct:0,forbiddenequalsclaus:0,forbiddeninclaus:0,greaterthancondit:0,guid:1,hyperparamet:[0,1],incondit:0,instal:2,integ:[0,1],json:0,lessthancondit:0,notequalscondit:0,orconjunct:0,ordinalhyperparamet:0,pc:0,quickstart:3,s:2,serial:[0,1],usag:3,user:1,util:0,welcom:2}}) \ No newline at end of file