blob: ced9e8efdeaed36980277e98db9394978c88ff83 [file] [log] [blame]
Search.setIndex({docnames:["index","pages/architecture","pages/community","pages/create-engine","pages/existing-engine","pages/features","pages/install-marvin","pages/main-components","pages/overview-marvin"],envversion:{"sphinx.domains.c":1,"sphinx.domains.changeset":1,"sphinx.domains.cpp":1,"sphinx.domains.javascript":1,"sphinx.domains.math":2,"sphinx.domains.python":1,"sphinx.domains.rst":1,"sphinx.domains.std":1,sphinx:55},filenames:["index.rst","pages/architecture.rst","pages/community.rst","pages/create-engine.rst","pages/existing-engine.rst","pages/features.rst","pages/install-marvin.rst","pages/main-components.rst","pages/overview-marvin.rst"],objects:{},objnames:{},objtypes:{},terms:{"case":3,"default":[3,5],"export":[5,6],"import":[3,5],"new":[0,1,4,5],"true":3,"try":3,"while":[3,8],For:[3,4],That:[],The:[1,2,3,7],Then:5,These:5,Use:3,With:[],abl:[1,3],about:5,acceler:1,accept:2,access:[2,3,4,5],accuraci:3,accuracy_scor:3,acquisit:7,acquisitor:[3,5],action:[3,5,7],address:3,admin:0,after:3,again:3,against:3,agnost:[1,8],algorithm:[1,3],all:[1,2,3,5],allow:1,alreadi:3,als:5,also:3,amazonaw:3,ani:[3,6],apach:[1,2,4,5,7,8],api:[3,5],appli:3,apt:6,architectur:[0,8],arg:5,argument:5,artifact:3,artifici:8,asf:2,attribut:0,automat:5,avail:2,axi:3,bash_profil:[3,6],becaus:3,befor:[3,6],beginn:1,being:3,below:[3,7],bin:6,bodi:5,box:[3,7],brew:6,bring:4,browser:[3,4],bump:5,bumpvers:5,call:7,can:[2,3,6],capabl:1,capac:1,chang:[3,5],changelog:5,chapter:[],characterist:3,check:[3,5],checkpep8:5,choic:3,classif:0,classifi:[],cleaner:[3,5],clf:3,cli:0,click:3,clone:4,cloudfront:6,cluster:0,code:[2,3,5,7],collabor:2,com:[3,4],command:[3,5],common:3,commun:0,compat:3,complex:8,compon:0,concept:0,concurr:1,configur:5,consist:2,constantli:1,content:[0,3],context:0,contribut:[1,2],control:5,core:1,correct:3,correctli:3,correspond:3,creat:[0,5,6],createtag:5,creation:1,csv:3,curl:6,custom:6,d3kbcqa49mib13:6,dafault:6,dasf:0,data:[3,5,6,7,8],databs:5,dataimport:5,dataset:3,debug:5,decis:2,delet:3,deliv:8,depend:6,deploi:[1,5],deploy:[0,5],design:[2,3,7],detail:1,dev:[3,6],develop:2,diagram:0,dialog:6,dictionari:5,differ:1,directori:[5,6],distribut:1,doc:3,docker:0,doe:3,doesn:[],don:[3,4],done:3,down:3,download_fil:3,drop:[3,5],dryrun:[4,5],each:[3,7],easi:8,easy_instal:6,echo:6,edit:5,effort:2,enabl:5,end:3,engin:0,engine_nam:4,enter:3,env:[3,4,6],environ:[3,4,5,6],environment:0,error:3,evalu:[3,7],everi:5,everyth:3,exampl:[0,5],execut:[0,3,5],executor:0,exist:0,exit:5,expert:1,explain:[1,2,5,7],exploit:8,featur:[0,1],feedback:7,file:[3,5],file_path:3,final_predict:3,find:[],first:3,fit:3,flow:0,flower:0,focu:8,folder:3,follow:3,forget:3,foundat:2,four:3,from:[1,3,4,5],further:[2,3],gener:[3,4,5],generateconf:5,generateenv:[4,5],get:[4,5,6],git:[4,5],github:[0,4],gpu:1,graphviz:6,grpc:5,grpcserver:5,guid:6,hadoop2:6,harmoni:2,has:1,have:[2,4,6],hello:3,help:[3,5,8],here:[2,3,4,5],high:[0,8],hive:5,hold:7,home:6,host:5,how:[2,3,4],http:[4,5,6],httpserver:[3,5],ignor:6,illustr:3,imag:[3,7],improv:1,incub:[2,4],index:0,indic:2,inform:[3,5],infrastructur:2,inplac:3,input:3,input_messag:3,insert:5,insid:[3,5],instal:[0,5],integr:0,intellig:8,intens:1,interact:3,interfac:5,interoper:1,iri:[0,4],isol:3,itself:3,jupyt:[3,5],jupyterlab:5,know:3,lab:5,languag:[1,8],latenc:8,latest:6,learn:[1,3],level:0,librari:3,libsasl2:6,like:3,line:[3,5],list:3,load:[1,3],local:4,localhost:3,locat:5,login:5,look:3,low:8,machin:[1,3,4],maco:0,made:3,mai:5,main:0,maintain:1,make:2,manag:[1,2,3],mani:1,manner:2,map:0,markup:3,marvin:[2,3,4,5,7,8],marvin_:3,marvin_data_path:6,marvin_dataset:3,marvin_hom:6,marvin_initial_dataset:3,marvin_iris_classification_engin:3,marvin_metr:3,marvin_model:3,marvin_python_toolbox:3,marvindata:3,member:8,menu:3,messag:3,metric:3,mkdir:6,mkvirtualenv:6,mode:5,model:[1,3,8],model_select:3,modifi:[1,3],more:[1,3,4],msg1:3,multi:1,must:[1,3,5],name:3,necessari:[],need:[3,6],net:6,network:2,new_engine_nam:3,newli:2,next:3,node:1,note:3,notebook:[3,4,5],notic:5,now:3,number:3,occur:3,onc:3,one:[3,4],onli:3,open:[2,8],openssl:6,opt:6,option:[5,6],order:3,organ:3,origin:3,other:2,out:3,overview:0,overwrit:5,own:[],packag:5,page:0,panda:3,parallel:1,paramet:5,pass:3,password:5,path:4,pattern:[3,7],perform:3,persist:3,petallengthcm:3,petalwidthcm:3,phase:3,pip:6,pkg:5,place:3,platform:[0,2,8],possibl:3,post:3,predict:3,predictor:3,prepar:3,present:5,print:3,process:[1,2,8],programm:1,project:[2,3,5],prompt:3,provid:1,provis:5,purpos:3,put:[],python:[1,3,4,5,6],qualiti:0,quit:3,rais:3,read:3,read_csv:3,readi:3,real:1,receiv:[1,3],recommend:[5,6],releas:1,remot:5,repositori:4,repres:7,requir:[2,5],reserv:3,resetremot:5,respond:3,respons:[1,3],result:3,review:2,root:5,run:[0,5,6],runner:3,save:3,scala:1,scale:8,scienc:8,scikit:3,search:0,section:[1,2,3,4,5,7],select:7,send:[],sent:3,sepallengthcm:3,sepalwidthcm:3,serv:[],server:5,set:[0,4],setvirtualenvproject:6,should:3,show:5,showchang:5,showinfo:5,shown:5,showvers:5,simplifi:[1,8],sinc:3,six:6,sklearn:3,social:2,softwar:2,solut:8,some:[1,4,6],sourc:[2,3,6,8],spark:6,spark_hom:6,speci:[3,4],specif:1,split:3,sponsor:2,stabil:2,stage:3,stand:7,standard:[3,8],start:5,string:3,strongli:6,style:5,success:2,sudo:6,support:[1,3,8],svc:3,svm:3,swig:6,system:2,tabl:5,tactic:0,tag:5,tar:6,task:3,tdd:5,team:8,termin:3,test:[4,5,6],test_i:3,test_siz:3,test_x:3,tgz:6,them:6,therefor:3,thi:[1,2,3,4,5,7],those:[3,5],thu:[2,3],time:1,tini:1,tmp:6,toolbox:[0,3,4,6],top:3,tox:[3,5],traffic:1,train:3,train_i:3,train_test_split:3,train_x:3,trainer:3,trane:3,transform:3,treatment:3,tutori:3,txt:5,type:[1,3],ubuntu:0,undergo:2,unpack:6,until:2,updat:5,updatedep:5,upgrad:6,url:3,usabl:1,usag:5,use:[3,5,6],used:3,user:7,uses:[3,6],using:[3,5],util:[3,5,6],vagrant:3,valu:6,variabl:[0,3,6],vector:3,version:[1,2,5,6],virtualenv:[3,4,5,6],virtualenvwrapp:6,wai:[3,8],wait:3,watch:5,welcom:6,well:2,where:[],which:[3,7],window:[],within:3,without:3,work:[0,3],workon:[3,4],workon_hom:6,written:[3,7],you:[3,4,5,6],your:[3,4,5],youtub:3},titles:["Welcome to Apache Marvin-AI\u2019s documentation!","Architecture","Community","Creating a New Engine","Working in an Existent Engine","Features","Install Apache Marvin-AI","Main Components","Overview"],titleterms:{"new":3,For:1,admin:1,administr:1,apach:[0,6],architectur:[1,3],attribut:1,cell:3,classif:3,cli:5,cluster:1,commun:2,compon:7,concept:1,context:1,creat:3,dasf:[1,3,7],data:1,deploy:1,develop:1,diagram:1,docker:6,document:[0,3],dryrun:3,engin:[1,3,4,5],environment:5,exampl:[3,4],execut:1,executor:1,exist:4,featur:5,flow:1,flower:3,get:3,github:2,high:1,http:3,indic:0,instal:6,integr:1,iri:3,level:1,load:5,maco:6,main:7,map:1,mark:3,marvin:[0,1,6],overview:8,param:5,platform:1,qualiti:1,requeri:3,run:[3,4],sampl:5,scientist:1,server:3,set:5,start:3,tabl:0,tactic:1,test:3,toolbox:5,ubuntu:6,variabl:5,welcom:0,work:4,writ:3}})