searchindex.js

Search.setIndex({docnames:["_notebooks/ch1","_notebooks/ch2","_notebooks/ch3","_notebooks/ch4","_notebooks/ch5","_notebooks/ch6","_notebooks/ch_theory","_theory/advanced","_theory/assets","_theory/core","_theory/motivation","about","code","index","theory","tutorial"],envversion:53,filenames:["_notebooks/ch1.rst","_notebooks/ch2.rst","_notebooks/ch3.rst","_notebooks/ch4.rst","_notebooks/ch5.rst","_notebooks/ch6.rst","_notebooks/ch_theory.rst","_theory/advanced.rst","_theory/assets.rst","_theory/core.rst","_theory/motivation.rst","about.rst","code.rst","index.rst","theory.rst","tutorial.rst"],objects:{"":{data_management:[12,0,0,"-"],gempy_front:[12,0,0,"-"],geophysics:[12,0,0,"-"]},"data_management.GridClass":{create_custom_grid:[12,2,1,""],create_regular_grid_3d:[12,2,1,""]},"data_management.InputData":{Interfaces:[12,3,1,""],add_interface:[12,2,1,""],add_orientation:[12,2,1,""],calculate_gradient:[12,2,1,""],calculate_orientations:[12,2,1,""],count_faults:[12,2,1,""],data_to_pickle:[12,2,1,""],drop_interface:[12,2,1,""],drop_orientations:[12,2,1,""],extent:[12,3,1,""],faults:[12,3,1,""],faults_relations:[12,3,1,""],formations:[12,3,1,""],get_data:[12,2,1,""],get_formations:[12,2,1,""],grid:[12,3,1,""],import_data_csv:[12,2,1,""],interfaces:[12,3,1,""],load_data_csv:[12,4,1,""],modify_interface:[12,2,1,""],modify_orientation:[12,2,1,""],order_table:[12,2,1,""],orientations:[12,3,1,""],plane_fit:[12,4,1,""],reset_indices:[12,2,1,""],resolution:[12,3,1,""],series:[12,3,1,""],set_annotations:[12,2,1,""],set_fault_relation:[12,2,1,""],set_faults:[12,2,1,""],set_grid:[12,2,1,""],set_interfaces:[12,2,1,""],set_orientations:[12,2,1,""],set_series:[12,2,1,""]},"theano_graph.TheanoGraph":{b_vector:[12,2,1,""],block_fault:[12,2,1,""],block_series:[12,2,1,""],compare:[12,2,1,""],compute_a_fault:[12,2,1,""],compute_a_series:[12,2,1,""],contribution_gradient_interface:[12,2,1,""],contribution_interface:[12,2,1,""],contribution_interface_gradient:[12,2,1,""],contribution_universal_drift:[12,2,1,""],cov_gradients:[12,2,1,""],cov_interface_gradients:[12,2,1,""],cov_interfaces:[12,2,1,""],covariance_matrix:[12,2,1,""],extend_dual_kriging:[12,2,1,""],faults_contribution:[12,2,1,""],faults_matrix:[12,2,1,""],input_parameters_list:[12,2,1,""],matrices_shapes:[12,2,1,""],scalar_field_at_all:[12,2,1,""],solve_kriging:[12,2,1,""],squared_euclidean_distances:[12,4,1,""],universal_matrix:[12,2,1,""],x_to_interpolate:[12,2,1,""]},data_management:{GridClass:[12,1,1,""],InputData:[12,1,1,""],get_orientation:[12,5,1,""]},gempy_front:{compute_model:[12,5,1,""],compute_model_at:[12,5,1,""],create_data:[12,5,1,""],create_from_geomodeller_xml:[12,5,1,""],data_to_pickle:[12,5,1,""],dtype:[12,3,1,""],export_to_vtk:[12,5,1,""],geo_data:[12,3,1,""],geo_data_res:[12,3,1,""],get_data:[12,5,1,""],get_grid:[12,5,1,""],get_kriging_parameters:[12,5,1,""],get_sequential_pile:[12,5,1,""],get_series:[12,5,1,""],get_surfaces:[12,5,1,""],get_th_fn:[12,5,1,""],interactive_df_change_df:[12,5,1,""],interactive_df_open:[12,5,1,""],interpolator:[12,3,1,""],plot_data:[12,5,1,""],plot_data_3D:[12,5,1,""],plot_gradient:[12,5,1,""],plot_scalar_field:[12,5,1,""],plot_section:[12,5,1,""],plot_surfaces_3D:[12,5,1,""],plot_surfaces_3D_real_time:[12,5,1,""],plot_topology:[12,5,1,""],read_pickle:[12,5,1,""],rescale_data:[12,5,1,""],rescale_factor_default:[12,5,1,""],select_series:[12,5,1,""],set_formations:[12,5,1,""],set_grid:[12,5,1,""],set_interfaces:[12,5,1,""],set_interpolation_data:[12,5,1,""],set_orientation_from_interfaces:[12,5,1,""],set_orientations:[12,5,1,""],set_series:[12,5,1,""],topology_compute:[12,5,1,""]},posterior_analysis:{calculate_gradient:[12,5,1,""],calculate_ie:[12,5,1,""],calculate_information_entropy:[12,5,1,""],calculate_information_entropy_total:[12,5,1,""],calculate_probability_lithology:[12,5,1,""],change_input_data:[12,5,1,""],change_input_data_avrg:[12,5,1,""],compute_posterior_models_all:[12,5,1,""],modify_plane_dip:[12,5,1,""],move_plane_points:[12,5,1,""]},theano_graph:{TheanoGraph:[12,1,1,""]},topology:{check_adjacency:[12,5,1,""],classify_edges:[12,5,1,""],compare_graphs:[12,5,1,""],compute_adj_shape:[12,5,1,""],compute_areas:[12,5,1,""],get_centroids:[12,5,1,""],labels_lithology_lot:[12,5,1,""],lithology_labels_lot:[12,5,1,""],topology_analyze:[12,5,1,""]}},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","attribute","Python attribute"],"4":["py","staticmethod","Python static method"],"5":["py","function","Python function"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method","3":"py:attribute","4":"py:staticmethod","5":"py:function"},terms:{"000000e":5,"050000e":[3,4],"0x7f3eafc59898":0,"0x7f6a14adde48":1,"0x7f6a5cb5e198":1,"0x7fd9dff67c50":2,"0x7fd9e04e31d0":2,"0x7fd9e04e3208":2,"0x7fd9e04e36a0":2,"0x7fd9e04e3748":2,"0x7fd9e04e37b8":2,"0x7fd9e04e3978":2,"0x7fd9e04e3a90":2,"0x7fd9fd2e9240":2,"0x7fd9fdfdff28":2,"0x7fd9fe0bdac8":2,"0x7fda8cfcb160":2,"0x7fdcb4cfdeb8":4,"0x7fdcb58bfba8":4,"0x7fdcf5231550":4,"0x7fdcf527ccf8":4,"0x7fdda82276d8":4,"0x7fdf66dde0f0":0,"0x7fe3dc7510b8":3,"0x7ff65c502518":3,"2008wz":8,"2010jp":10,"2011jr":8,"2012gx":8,"2012wf":8,"2013cj":8,"2013cv":8,"2013dr":8,"2014gf":10,"2016vg":8,"2016wx":8,"21516146e":4,"34th":2,"3rd":8,"42752881e":4,"44979296e":4,"50x50x50":0,"65235891e":4,"85th":2,"95th":2,"999999974752427e":0,"abstract":9,"boolean":[2,9,12],"break":[2,8,9],"case":[1,2,3,4,7,8,9,12],"ch\u00f6nberger":9,"chil\u00e8":13,"class":[1,2,9,12],"default":[0,2,8,12],"export":[0,1,9,12,13],"final":[0,2,8,9,10,12],"float":12,"function":[0,1,3,4,5,8,9,10,12,13,14,15],"import":[2,3,4,5,7,8,9,12,13,15],"int":12,"long":[3,9],"new":[0,1,2,3,8,9,10,12,13],"null":12,"public":[12,13],"return":[2,7,8,12,15],"short":8,"static":[0,12],"t\u00e9fan":9,"true":[0,1,2,3,4,5,8,9,10,12],"try":[0,2,7,8,9,12],"while":[0,2,7,8,9],Adding:0,And:[1,2,5],Being:8,But:[2,8,9,10],FOR:[3,12],For:[0,2,5,7,8,9,10,12,13],GIS:10,Its:13,One:9,Such:0,THAT:3,THE:3,That:6,The:[1,2,3,4,5,7,8,10,11,12,13,14,15],Then:[2,3,5,12],There:[1,8,9],These:[0,1,2,3,4,8,9,10,13],Using:[0,1,2,4,5,8],Wes:[9,10],Will:[8,10],With:[0,3,10],_np:12,_stoch:2,_surfac:[],a10:10,a11:10,a_foli:[1,3,4],a_point:[1,3,4],aachen:[10,13],abdn:11,abil:[8,11],abl:[2,4,7,8,9,12],about:[8,9,10,13],abov:[0,2,3,5,7,8,9,12,13],abs:9,absenc:9,absolut:[7,12],accept:12,access:[0,5,8,9,10,12,13],accommod:[8,9],accord:[7,8,9],accordingli:[0,2,4,8],account:[7,8],accuraci:8,achiev:[0,8,13],acm:9,across:[5,8,9],act:8,activ:8,actual:9,acycl:9,adapt:[0,8],adaptivemetropoli:8,add:[0,2,3,8,12],add_interfac:12,add_orient:12,add_patch:4,adding:[3,4,9,12],addion:12,addit:[2,8,9,10,12,13],addition:[0,1,9,12],additionali:1,address:[1,2,8,13],addtion:0,adel:8,adequ:[0,9],adj:[5,12],adjac:[5,8,12],adjust:[8,12,14],advanc:[8,9,10,13,14],advantag:[4,8,9],affect:[4,9,10,12],after:[5,8,9],afterward:[0,2,9,12],against:9,age:[0,12],ager:9,ago:8,ai_ext:8,ai_resolut:8,aic:11,aid:10,ailler:8,aim:[8,9,10,13],airborn:8,alain:9,alex:11,alexand:12,alexei:9,algebra:[7,8,9],algorithm:[0,8,9,10,12,13],alistair:8,all:[0,1,2,4,5,7,8,9,10,12,13],alloc:0,allow:[0,2,8,9,10,12,13],alon:6,along:[8,9,10,12],alp:[8,10],alpha:[0,1,2,4,8,12],alpha_:7,alpin:8,alreadi:[0,2,3,9,12],alright:2,also:[0,4,5,8,9,10,11,12,13],alter:[0,8],altern:[8,9,10],although:[2,8,9],alwai:[0,2,7,9],among:[8,9],amount:[0,8,9],amsterdam:8,anaconda:13,anali:9,analog:[7,8,12],analys:[1,12],analysi:[9,10,11,13,14],analyz:[8,9,13,15],anand:8,andrew:[8,10],andreyevich:9,angl:[8,12],ani:[0,2,5,7,8,9,12,13],anisotropi:9,anniversari:8,annot:[0,2,3,5],annotate_plot:[],anoth:[0,7,8,12,13],answer:8,anthoni:10,anticlin:[2,13],antoni:8,antonio:[8,9],anyth:1,anywher:9,api:[0,1,2,4,5,10],appear:[0,7],append:[0,1,2,3,4,5,12],appendix:[8,9,10],appli:[7,8,9,11,12],applic:[8,9,10,11,13],appreci:8,approach:[2,7,8,10,14],approxim:9,april:[8,10],arbitari:2,arbitrari:[0,7,9,12],arbitrarili:7,architectur:[8,13,14],area:[0,4,8,9,11,12],areas_bool:12,arg:12,argument:[8,12],arner:9,around:[4,8,9,12],arrai:[0,1,2,3,4,8,9,10,12],array_lik:12,arrow:12,art:[10,13],artifact:7,arxiv:[9,10],as_matrix:3,aspect:[8,9,10],asset:[9,10,13,14],assign:[0,1,3,4],associ:[9,11],assum:[0,2,7],astyp:3,atilim:9,atribut:1,attach:8,attain:0,attract:8,attribut:[0,8],aug:[7,8],augment:[11,13],augspurg:8,australia:[8,10],author:[7,8,9,12],autom:[2,8,13],automat:[0,8,9,10,12,13],aux:[1,3,4],auxiliari:[0,8],avail:[8,9,10],averag:[8,12],avoid:[0,7,8,9,12],awai:0,awar:12,axes:0,axi:[0,1,7,8,12],ayachit:8,azimuth:[0,2,3,5,8,12],azimuth_al:12,azimuth_std:[2,3,5],azimuth_unc:3,b10:9,b11:9,b12:9,b13:9,b14:9,b15:9,b16:9,b_vector:12,bachant:8,back:[8,9,12],backend:[0,2,3,8,12],background:[],barak:9,bardossi:8,barri:9,base:[0,1,2,4,5,6,7,8,9,10,12,13],basement:[0,8],basi:[7,8,13],basic:[9,13,15],basin:[8,10],baydin:9,bayesian:[2,4,7,8,9,10,13,15],beamer:13,bear:9,becaus:[3,7,8,9],becom:[0,8,9],been:[0,7,8,9,12,13],befor:[0,3,7,9,13],begin:[8,9,13],behav:[8,9],behavior:9,behavoir:9,behind:[0,13],being:[7,8,9,12],bell:8,bellman:9,belong:[2,5,7,9,12],below:[0,2,4,9],bend:[8,9],benefit:9,bernoulli:8,besid:13,bessel:12,best:[8,9,10],beta:[2,3,5],betancourt:8,bett:8,better:12,between:[0,2,7,8,9,11,12,13],beyond:9,bg_color:12,bicub:12,bif_seri:[1,3,4],bilinear:12,bill:[8,10],bin:2,bind:10,binder:10,bit:2,bla:[0,1,2,4,5],black:8,blei:[8,10],blend:13,blender:[8,10,13],block:[0,1,5,8,12,14],block_fault:12,block_origin:12,block_seri:12,blue:9,bool:[4,12],bool_b:0,bool_r:0,both:[7,8,9,12,13],bottom:[0,8],botvinnik:8,boulogn:8,bound:1,boundari:[0,8,9,13],boundarynorm:[],branch:12,brian:[8,10],brief:9,bring:4,build:8,builddep2:12,built:[5,8,9,10],burn:8,busi:[8,9],byrn:8,c10:8,c11:8,c12:8,c13:8,c14:8,c15:8,c16:8,c17:8,c18:8,c19:8,c20:8,c21:8,c22:8,c23:8,c24:8,c25:8,c26:8,c_g:7,c_i:7,caartesian:12,cad:10,caer:8,calc:0,calcagno:[8,9,10,13],calcualte_information_entropi:[],calcul:[7,8,9,12,13],calculate_gradi:[5,12],calculate_i:12,calculate_information_entropi:12,calculate_information_entropy_tot:12,calculate_orient:12,calculate_probability_litholog:12,calibr:3,call:[0,2,3,8,9,12,13],cambridg:8,camera:13,camera_list:[],cameron:8,can:[0,1,2,3,4,5,7,8,9,10,12,13],cannot:[7,8,9],canonic:9,capabl:[8,9,13],capac:[8,10],captur:[8,9,10],carbon:0,care:[0,9,13],carlier:10,carlo:[2,8,10,13],carri:[8,9],cartersian:[],cartesian:[7,8],cartographi:[7,9,10,13],catrom:12,cauchi:8,caumon:10,ccl:8,cell:[0,2,3,8,12],cell_numb:[0,8,12],center:[5,8],central:[8,9],centroid:[5,8,12],certain:[7,9],cgre:13,ch3:2,ch6_data_fol:5,ch6_data_interf:5,chain:[2,7,8,9],challeng:8,chang:[0,2,3,8,9,12,15],change_input_data:[2,12],change_input_data_avrg:12,changer:9,chapter:[13,15],character:[9,11],characterist:8,charrier:8,chatfield:8,check:[0,2,3,5,8,12],check_adjac:[5,12],checkout:0,checkpoint:2,chemistri:8,child:9,chile:[8,9],chiles2009geostatist:7,choic:[7,8,9],choos:[0,7,8,9,12],chosen:[0,7,8,12],chri:[8,10],christian:[7,9,10],christoph:[8,9,10],circumv:8,cite:7,clariti:8,clark:8,classif:[],classifi:[8,12],classify_edg:12,clean:8,clear:[8,10],cline:9,clone:13,close:[7,10,12],closer:8,cloud:[12,13],clueless:9,cmap:[1,3,4,8],code:[0,1,2,8,9,10,13],coexist:8,coghlan:9,cohen:9,coher:7,coin:9,coincid:2,cokrig:[7,9,10,12,13],colbert:10,cole:8,collect:[2,12],collon:10,color:[0,1,4,9,12],colorbar:[1,3,4],column:[2,5,9,12],com:[12,13],combin:[0,2,7,8,10,11,13,14],come:[0,2,7,9],comma:0,command:0,commerci:10,common:8,commonli:[9,10],commun:[8,10,11],compar:[8,9,12],compare_graph:[8,12],comparison:[8,9],compart:9,compartment:9,compat:[8,9],competit:8,compil:[0,1,4,5,8,9,10,12,15],compile_theano:[0,1,2,3,4,12],complement:8,complet:[0,2,9],complex:[0,6,8,9,10,11,12,13],complic:9,compon:[8,12],comprehend:13,compress:[8,9],compris:0,comput:[0,2,5,7,8,9,10,12,13,15],computation:9,compute_a_fault:12,compute_a_seri:12,compute_adj_shap:12,compute_al:[3,12],compute_area:[8,12],compute_forward_grav:3,compute_geological_model:3,compute_model:[0,1,2,4,5,8,9,12],compute_model_at:12,compute_posterior_models_al:12,compute_probability_litholog:[],compute_test_valu:3,concaten:9,conceiv:8,concept:[8,13,14,15],concret:9,conda:13,condit:8,conduct:[0,2],cone:[4,10],confer:8,confid:8,config:3,configur:[8,9],confirm:12,conform:10,confus:0,connect:[5,8,9,12],consecut:9,consequ:7,consequenti:0,conserv:[8,9],consid:[2,7,8,9,10,13],consider:[7,8,9,10],consist:[0,8,9,11,12],constant:[7,9,12],constantin:8,constrain:[2,8,9],constraint:9,construct:[0,8,9,10,12,13],consum:12,contact:[8,9,10,13],contain:[0,1,2,8,9,12,13],content:13,context:[8,9],contini:1,continu:[0,8,9,13],contour:12,contrast:9,contribut:12,contribution_gradient_interfac:12,contribution_interfac:12,contribution_interface_gradi:12,contribution_universal_drift:12,contributor:9,control:9,conveni:[2,8],convent:[8,10],converg:8,convert:3,coord:[],coordin:[0,5,7,8,9,12,13],coorin:12,cope:8,copi:[2,12],core:[0,8,10,12,13,14],corner:9,corpor:9,corrd:[],correct:[0,2,5],correspond:[0,2,3,7,8,9,12],cost:[8,9],could:[0,2,5,8,9,12],count_fault:12,coupl:[8,9,13],courier:9,courrioux:[7,9,10,13],cours:2,cov_gradi:12,cov_interfac:12,cov_interface_gradi:12,covari:[0,8,9,12,14],covariance_matrix:12,cover:12,cpu:[0,1,2,4,5,9],creat:[1,2,3,4,8,9,12,13,15],create_custom_grid:12,create_data:[0,1,2,3,4,5,8,9,12],create_foli:[],create_from_geomodeller_xml:12,create_regular_grid_3d:[1,12],create_ren_list:[],create_spher:[],create_surfac:[],create_surface_point:[],create_surface_triangl:[],creation:[3,8,9,12],crop:0,cross:[0,8,9,14],crucial:8,csv:[0,1,2,3,4,5,8,9,12],cube:[0,2,8,9,12],cubic:[0,8,9,14],cuda:[9,12,13],cuda_launch_block:[0,1],curent:13,current:[0,8,9,10,12,13],currentaxi:4,custom:[0,1,8,12],custom_grid:12,cut:[0,8],dark:9,data:[3,4,5,7,8,9,10,13,15],data_manag:[4,12],data_obj:12,data_to_pickl:[2,12],data_typ:12,databas:[2,8,10,12],datafram:[2,3,8,12,15],datamanag:[0,9,12],date:[8,9,10,13],david:[8,10],dbname:2,deal:8,debat:8,debug:[3,8],decad:10,decid:8,decis:[0,10],declar:[9,15],decompos:[8,9],decomposit:[7,8,12],decor:8,decreas:9,dedic:13,deduc:8,deepcopi:[2,8],deeper:[5,6,9],deeplearn:[],def:[2,8],defaultbas:0,defaut:12,defin:[0,2,8,9,12],definit:[0,7,9,13],deform:[0,9],degre:[9,12],delai:8,delet:5,delfin:9,delim_whitespac:3,demand:9,demonstr:9,denot:9,densiti:8,dentith:8,dep:12,depend:[0,2,7,8,9,12,13],depict:[0,9],deploi:9,deposit:[0,1,7,14],deprec:[4,12],depth:8,der:[8,9,10],deriv:[7,8,9,12],describ:[7,8,9,12],descript:[7,9],design:[8,9,10,13],desir:[0,8,9,12],detach:7,detail:[8,9,10,12,13],detect:[8,12],determin:[0,2,7,8,9,12,13],determinist:[2,3,7,8,9],dev:[],develop:[8,9,10,13,15],deviat:[2,8,9],devic:[0,1,2,4,5],devis:13,dez:8,dict:12,dict_kei:5,dictat:[9,12],dictionari:[0,5,9,12],did:2,differ:[0,7,8,9,12,13],differenti:[7,8,9,10],difficult:[0,12],difficulti:[8,9],digit:[8,13],dimens:[2,7,8,9,12],dimension:[8,9,12,13],dimensionless:9,dip:[0,2,3,5,8,9,12,13],dip_angles_al:12,dip_po:12,dip_std:[2,3,5],dip_unc:3,dips_position_al:12,direct:[1,2,3,4,7,8,9,10,12,13,15],directli:[0,1,5,8,10,12],disadvantag:10,discontinu:[9,10,12],discret:[8,9,12],discrimin:8,discuss:[8,9,10],displac:[0,9],displai:[0,8],distanc:[7,8,12],distancs:12,distinct:[0,2,8,9,10],distribt:2,distribut:[8,9,12,13,15],disturb:0,dive:8,diverg:7,divers:[8,10,13],divid:[9,12],divis:9,doc:12,document:[2,8,10,12],documentaion:[],doe:[1,7,8,9,12],doen:0,doesn:0,doi:[8,9],doing:[0,8],domain:[7,8,9],dome:10,don:0,done:[0,1,2,4,5,8,9],door:[9,13],dot:7,down:[7,9],download:13,drag:[0,8],drawback:[8,9],drew:8,drif:12,drift:[0,7,9,12],drop:[0,8,12],drop_interfac:12,drop_orient:12,drouaillet:10,dtype:[0,3,4,12],dual:[7,9,12],duan:10,due:[0,2,4,7,8,9,12],duncan:10,duplic:9,dure:[0,8,9,12],dustin:10,dynam:9,e453:[8,9],e55:[8,10],e_sq:[3,8],each:[0,2,7,8,9,10,12],earlier:9,earlygranit:[1,3,4],earlygranite_seri:[1,3,4],earth:[7,9,13],easi:[0,3,8,9],easier:[9,13],easiest:[1,9],easili:[0,5,9,13],ecosystem:[8,10],edg:[0,5,8,9,12],edge_typ:[5,12],editor:[],educ:8,effect:[0,7,8,9],effici:[8,9,10,12],effort:13,effortless:8,eight:8,eil:9,either:[0,7,8,9,12,13],elabor:[6,10,13],element:[7,9,13],elev:13,ellips:7,embed:[0,1,3,4,8,13],emblemat:9,emmanuel:8,empir:[7,9],emploi:8,empti:[2,8],enabl:[8,9,10,13],encapsul:[8,9],encod:8,encompass:9,encourag:10,end:[0,8,9],endpoint:0,engin:[8,9,10,11],enhanc:8,enough:[4,8,9],entail:9,enter:9,entir:[2,8,9],entiti:[8,12],entri:[0,2],entropi:[8,12],enumer:[2,8],environ:[1,8,9,10,15],eq_der:9,eq_rel:[7,9],equal:8,equat:[0,7,8,9],equival:[7,9,12],eric:8,eros:[0,12],err:[2,8],error:[4,8,9],especi:[8,9,10],essenc:[8,9],essenti:[0,2,8,9,10],estim:[8,9,10,14],euclidean:8,euclidian:12,eva:8,evalu:[8,9,12],evan:8,even:[8,9,10,12],event:[0,8,9,13],eventu:9,everi:[0,2,7,8,9,12],evolv:9,evren:8,exact:9,exactli:[8,9],exampl:[8,9,10,11,12,13,14,15],excel:[0,11,13],except:[2,8,12],exchang:8,execut:[0,2,9,10],exemplari:0,exemplifi:8,exercis:13,exhaust:9,exhibit:13,exist:[8,10],expand:8,expans:14,expect:[8,9],expens:9,experi:10,expert:8,expertis:8,explain:[8,9,10,13],explan:[8,9],explicitli:10,exploit:[8,9,12,13],explor:[0,7,8,9],exponenti:[8,9],export_to_vtk:[1,12],export_vtk_lith_block:[],export_vtk_surfac:[],expos:8,express:[7,8,9],extend:[8,9,10,13],extend_dual_krig:12,extens:[8,9,13],extent:[0,1,2,3,4,5,7,8,9,10,12],extern:[8,9,10,12],extra:[0,9,12],extract:[0,2,8,9,12],extrapol:4,extrem:8,f_max:3,f_mid:3,f_min:3,f_rang:3,fabian:[10,11,12],face:9,facil:9,facilit:[9,10],fact:[9,13],facto:10,factor:[0,2,12],fail:[2,8,9],fairli:7,fall:9,fals:[0,1,2,3,4,5,8,12],fan:10,far:[1,7,9,12],fashion:[7,8],fast:[8,9],fast_compil:[0,2,4,5,12],fast_run:[0,1,3,12],faster:9,fault1:[8,9],fault:[1,2,4,5,8,10,12,13,14,15],fault_block:[0,1,2,4,5,8,12],fault_matrix:12,fault_seri:0,fault_serie1:[8,9],faults_contribut:12,faults_matrix:12,faults_rel:12,fautl:4,fautls_rel:12,feasibl:9,featur:[0,8,9,10,13],feedback:8,few:[8,9],field:[0,1,7,8,10,11,12,13,14],fig:[1,3,4,8,9],figur:[0,1,2,3,4,8,9,12],file:[0,1,2,3,4,5,8,12,13],filepath:12,fill:[4,8,13],filter:8,final_block:12,find:[0,8,9],finish:13,finit:[9,12],fiorio:8,first:[0,2,4,5,8,9,12],fit:[8,11,12],fitzgerald:8,five:[0,2],fix:[0,9],flag:[2,3,12],flatter:8,flavor:8,flaw:7,flexibl:[8,10,13],float32:[0,1,2,3,4,5,12],float64:[3,12],flora:8,florian:11,flow:[],fluid:11,fly:8,fns:[],focu:11,fold:[0,9,10,13],folder:[0,12,13],foliat:[2,3,7,9,10,12,13,15],foliat_datafram:12,follow:[0,2,7,8,9,10,12],fonnesbeck:[8,10],foobar:12,forc:7,forecast:11,form:[0,7,9,10,12],formal:[7,9],format:[1,2,3,4,5,12,15],formation_numb:[2,3,5,12],formation_numbers_l:12,formation_ord:[],formations_names_l:12,formations_ord:12,formations_valu:12,formul:9,fortran:8,forw:3,forward:[2,9,12,13,14,15],found:[0,2,8,10,12],foundat:[8,9,10,12],four:[0,7,9],frame:[2,12],framework:[2,8,9,10,13],fran:[8,9],franc:[8,9],franklin:8,free:[12,13],freeli:8,freemium:8,friedman:8,from:[1,2,3,4,5,7,8,12,14,15],front:[8,9,13],fulfil:8,full:[0,8,12,13],fulli:[0,8,10],fullscreen:12,func:12,function_modul:12,functional:12,fundament:8,fundamnt:8,furth:9,further:[0,7,9,12,13,14],furthermor:[0,8,9,11,13],fusion:[],futur:[0,2,8,10,12],g_x:[0,2,3,5,8,12],g_y:[0,2,3,5,8,12],g_z:[0,2,3,5,8,12],gabriel:[7,9,10],gael:10,game:[8,9],gap:[8,10],gaussian:[7,9,12],gca:[0,4],gcf:[1,3,4],gdal:10,ged:11,gelman:[8,10],gemperlin:8,gempi:[1,2,3,4,5,7,8,10,14,15],gempy_cor:[],gempy_front:12,gempy_model:[2,8],gempy_surfac:8,gempy_topo:8,gener:[1,2,3,6,7,8,9,10,12,13,15],genesi:0,geo:10,geo_data:[0,1,2,3,4,5,8,9,12],geo_data_extend:4,geo_data_r:[0,2,3,8,12],geo_data_res_no_bas:12,geo_data_stoch:[2,8],geo_data_stoch_init:[2,8],geo_gata:[],geodata:1,geodynam:9,geol:[7,8],geolig:0,geolog:[2,4,7,10,11,12,14,15],geologi:[0,4,7,8,9,10,12],geometr:[8,9,10,12],geometri:[8,9],geomodel:[0,3,9,10,12,13,14],geomodeller3d:1,geophys:[3,4,8,9,11,13],geophysicspreprocessing_pro:3,georg:[7,9],geoscienc:[10,11,13],geoscientif:[11,13],geoscientist:8,geostatist:9,geotherm:11,germani:10,gero:8,get:[0,2,5,8,9,12],get_centroid:12,get_data:[0,2,8,12],get_form:[5,12],get_formation_numb:[0,12],get_grid:[0,12],get_input_data:3,get_kriging_paramet:[0,12],get_orient:12,get_potential_at_interfac:12,get_sequential_pil:[0,2,12],get_seri:12,get_surfac:[0,1,2,4,8,9,12],get_th_fn:12,get_valu:3,get_xaxi:0,getcwd:12,getting_start:[],geuzain:9,gid:2,gippsland:8,girolami:8,git:13,github:13,give:[0,1,7,8,9,12],given:[0,7,8,9,12],global:[9,10,13],gmsh:9,gnu:12,goal:[8,9],gocad:10,going:[0,4,7],good:10,gouillart:8,govern:7,gpu:[0,8,12,13],grade:[7,8,12],gradien:12,gradient:[8,9,10,12,13,14],gradient_contribut:[],grai:9,graph:[5,8,13,14],graphic:[8,9,10,14],grav:[4,8],grav_i:8,grav_real:3,grav_real_mid:3,grav_real_rang:3,grav_real_th:3,gravit:8,graviti:[9,12,13,14,15],gravitypreprocess:4,great:13,greater:8,green:[4,5,7,9],grid:[0,1,3,8,9,12],grid_typ:12,grid_val:12,gridclass:[1,12],ground:[],group:[2,9,11,12],group_id:[2,5,12],grow:9,guarante:8,guess:8,guid:[0,8,9,13],guido:9,guillen:[8,9,13],gune:9,gustedt:8,haario:8,had:9,halchenko:8,half:8,half_cauchy_lik:8,halfcauchi:3,ham:12,hamiltonian:[8,13],han:[9,12],hand:[0,7,8,9],handl:[8,9,15],happen:[2,9],hardli:13,harvei:9,harvest:10,has:[0,2,7,8,9,12],hassl:13,hast:8,have:[0,1,2,3,4,5,7,8,9,10,12,13],hdf5:[2,8,12],head:[0,2,3],header:3,heavili:9,height:12,help:[8,12],henc:[1,9],herculean:8,here:[0,2,7,8,9,10,12,13],hermit:12,heterogen:8,high:[8,9,10,13],higher:[0,8],highli:[2,8,9,10,12,13],highlight:[8,9],hillier:10,hist:2,histogram:2,histor:8,hmc:[],hobson:8,hoc:[7,9],hold:7,home:12,honor:8,hood:[2,14],hope:12,horizon:9,horizont:[1,9],horowitz:8,host:13,how:[0,1,2,4,8,9,10,12,13],howev:[0,7,8,9],hoyer:8,hte:12,html:[],http:[8,9,12,13],huard:8,huhv:7,hundr:8,hunter:[8,10],hybrid:10,hydrocarbon:9,hydrogeolog:11,idea:[2,4,8,9],ideal:[8,9],ident:8,identifi:[8,9,12],ids:8,iglesia:[8,9],igneou:0,ignor:3,iii:[8,9],illustr:0,iloc:8,imag:[8,9,13],imagin:9,immut:8,impact:[7,8,9],implement:[0,1,2,4,5,8,9,10,13],impli:[8,12],implicit:[8,9,10,12],implicitli:[],import_data_csv:[5,12],importantli:10,importlib:2,impos:8,imposs:9,improv:[2,8,9,12],imshow:[3,4,8,12],includ:[0,8,9,11,13],inclus:[8,9],incorpor:8,increas:[4,8,9,12],increasingli:0,increment:9,independ:[0,7,8,9,12],indetermin:7,index:[5,8,12,13],index_col:2,indic:[0,8,12],indices_arrai:12,individu:[7,8,9,12],industri:8,infer:[2,4,7,8,9,10,13],infinit:9,infinitesim:9,influenc:[0,7,8,9],info:12,inform:[7,8,9,12,13,15],inher:[2,8,10],init:[2,3],initi:[5,8,12,13,15],inlin:[0,1,2,3,4,5],inner:10,inplac:12,inpterpolatorinput:2,input:[3,5,8,9,10,12,13,15],input_data:[0,1,2,3,4,5,8,12],input_data_p:3,input_data_t:3,input_parameters_list:[3,12],input_sh:3,inputdata:[0,2,12],ins:[8,9],insid:8,inspect:[8,9],instabl:9,instal:[0,1,3,4,8],instanc:[8,9,12],instead:[1,4,7,9,12],institut:[8,11],instruct:9,int64:3,int_cov:7,integ:[9,12],integr:[8,10,11],intend:[10,12],intep_data:[2,8],inter_data:1,interact:[2,8,9,10,12,13,15],interactive_df_change_df:12,interactive_df_open:12,interchang:9,interdisciplinari:11,interest:[0,2,7,9,13],interf_datafram:12,interf_f:12,interfac:[2,3,8,9,10,11,12,13,14,15],interface_contribut:[],interface_z_mod_:8,interface_z_modifi:[2,8],interior:[9,13],intermedi:[7,9],intern:9,interp_data:[0,1,2,3,4,5,8,9,12],interp_data_extend:4,interp_data_g:8,interp_data_grav:[3,4],interp_data_origin:2,interpol:[0,3,4,5,7,8,10,12,13,14,15],interpolaor:1,interpolaorinput:12,interpolationdata:12,interpolationinput:0,interpolatorclass:[9,12],interpolatordata:[0,1,2,4,5,8,9,12],interpolatorinput:[0,2,3],interpret:8,intersect:[8,9,13],introduc:[0,2,8,9],introduct:[9,13],intrus:0,intuit:[8,9,13],inupdata:[],inver:[7,8],invers:[6,9,10,13,14],invert:0,investig:[],invit:8,invok:9,involv:[0,7,8,9],ipython:13,irrespect:0,is_fault:12,is_lith:12,isfault:[2,3,5],iso:7,isosurfac:9,isotrop:7,issu:12,iter:[2,8,9,12],its:[0,2,5,7,8,9,12,13],itself:[2,7,8,9,10,13],ityp:12,jaccard:[8,12],jacobian:9,jake:8,jargon:9,jean:[8,9],jeffrei:9,jen:8,jessel:8,joel:9,johann:8,john:[8,9,10],jordi:8,jorun:8,joshua:8,journal:[8,9],juan:8,julian:8,jump:9,june:8,jupyt:[2,8,10],just:[1,2,3,4,5,8,12],kaiser:12,kane:8,keep:[1,2,4,7,8,9,12],kei:[0,5,9,12],kemp:8,ken:[8,10],kennedi:10,keywarg:12,keyword:12,kind:0,kinemat:8,kitwar:[8,10],klau:8,know:[0,9],knowledg:[9,10,13],known:[7,9],koller:8,krig_si:[7,9],krige:[8,9,12,14],kring:12,kse:9,kucukelbir:[8,10],kunter:8,kurt:9,kwarg:12,kyle:8,l2_a:[2,5],l2_a_stoch:2,l2_b:2,l2_b_stoch:2,l3_a:2,l3_a_stoch:2,l3_b:2,l3_b_stoch:2,l4_a:2,l4_a_stoch:2,l4_b:2,l4_b_stoch:2,l5_a:2,l5_a_stoch:2,l5_b:2,l5_b_stoch:2,label:[5,8,9,12],label_block:12,label_col:[],labels_block:12,labels_lithology_lot:12,labels_lot:8,labels_to_lith_lot:[5,12],labels_uniqu:[5,8,12],lajauni:[7,9,10,13],lanczo:12,languag:[8,9],larg:[2,8,9],larger:[3,9],lark:8,last:[0,8,9,10,12],lastli:9,latent:[8,9],later:[8,9,12],latest:[8,11,12,13],latex:12,latter:[0,2],launch:12,laurent:[7,8,9,10],layer1:[8,9],layer2:[8,9],layer:[0,2,5,7,8,9,12,13],lbs:12,lead:[2,7,8,9],learn:[9,10,11],least:[9,12],leav:[8,9],lectur:13,led:11,lee:8,left:8,legend:0,legend_font_s:12,len:12,len_f_0:12,len_f_1:12,len_i_0:12,len_i_1:12,lenght:12,length:[9,12],length_of_c:12,length_of_cg:12,length_of_cgi:12,length_of_fault:12,length_of_u_i:12,less:12,lesser:8,let:[0,2,5,9],letter:10,level:[0,1,2,4,5,8,9],leverag:12,librari:[0,8,9,10,13],libreoffic:0,licens:12,lieb:8,light:9,lighter:12,ligth:1,like:[0,2,5,7,8,10,12,13],like_topo_jaccard_cauchi:8,likelihood:[2,4,8,9,12],limit:[8,9,10,12],linalg:[2,8],linalgerror:[2,8],lindsai:8,line:[0,1,3,4,7,8],linear:[8,9],linearli:[9,12],link:[8,9,10,12],linspac:0,list:[0,2,5,8,12,13],listedcolormap:[],literatur:9,lith:[4,8,9,12],lith_block:[0,1,2,4,5,8,12],lith_ext:4,lith_lot:8,lith_prob:12,lith_to_labels_lot:[5,12],litholog:[0,5,8,9,12],lithology_labels_lot:12,lithostratigraph:0,lithotyp:8,livingston:8,lmplot:12,load:[0,1,2,5,8,12],load_data_csv:12,loc:2,local:[2,9],locat:[1,2,7,8,9,12],logic:[9,10,12],logpt:3,look:[0,2,5,7,8,9,12,13],loop:[2,8,9,12],lorensen:[8,9,10],lot1:8,lot2:8,lot:12,loui:10,low:8,lower:[3,4,8,12],luckili:9,lukauska:8,lunch:[],m_mid:3,m_rang:3,machin:[9,10,11],made:[0,7,12],magnitud:9,mai:[0,2,7,8,9,12,13],main:[0,1,2,7,8,9,13],main_fault:0,mainli:[12,13],major:8,make:[0,2,8,9,10,12,13],mallet:10,manag:[8,9,13,15],mani:[7,8,9,10,12],manifold:9,manipul:[8,9,10,12],maniul:[],manner:[7,8,9],manual:[8,13],manuel:[7,9,10,13],manuscript:9,map:13,marcel:8,march:[8,9,12],marco:11,marech:9,mark:[0,8,9,13],martin:[8,10],mass:4,master:10,match:8,materi:[10,11],math:[7,9],mathemat:[0,7,8,9,10,11,13],matheron:[7,9],mathscinet:8,matplotlib:[0,1,2,3,4,5,8,10,12,13],matric:[7,12],matrices_shap:12,matrix:[2,3,8,9,12,14],max:[1,3],maximum:[7,8,12],mayb:[0,12],mckinnei:[9,10],mclane:8,mcmc:[2,8],mean:[0,2,7,8,9,13],meaning:[2,8,9],meaningless:[7,9],measur:[0,2,4,7,8,9,13],media:9,medium:0,memori:[9,12],mention:[0,8,9,10],merchant:12,mere:7,mesh:9,meshgrid:12,metamorph:10,method:[1,2,4,7,8,10,11,12,13,14],methodolog:[8,9,11],metric:8,metropoli:8,meyer:8,michael:8,microsoft:0,mid:2,middl:[0,8],might:0,miguel:[8,11,12],mike:8,mile:8,millisecond:8,mimic:7,min:[1,3],mind:[4,8,9],miner:8,minim:9,mitchel:12,mmanuel:9,mode:[0,9],model:[3,10,11,12,14,15],model_comp:[8,9],model_grav:8,modern:10,modif:[8,12],modifi:[2,3,8,9,12],modify_interfac:12,modify_orient:12,modify_plane_dip:12,modul:[0,2,3,4,8,9,10,12,13],modular:[8,9],moment:[8,9],mont:[2,8,10,13],more:[0,8,9,10,12,13],most:[0,2,7,8,9,10],motiv:[9,13],move:[0,2,8,12],move_plane_point:12,mr1828504:8,much:[0,4,9,12],mudg:8,multi:9,multidimension:[8,9],multipl:[9,10,13],multivari:[9,12],must:[7,8,9,12],mwaskom:8,n_fault:[3,12],n_form_per_serie_0:12,n_form_per_serie_1:12,n_format:[3,12],n_index:[],n_pf:12,n_plane:[],n_point:[3,12],n_render:[],n_sphere:[],nabighian:8,nagi:8,nalli:13,name:[0,3,8,12],nan:[0,2,5],narrow:8,natur:[8,9,13],nberger:8,ndarrai:[3,12],nearest:12,necess:8,necessari:[0,1,2,3,4,7,8,9,12,13],necessarilli:1,need:[0,1,2,3,4,5,7,8,9,12],neil:8,nest:9,net:10,network:[0,1,8,9,10,13],networkx:13,neural:[8,9],neuron:9,new_class:2,new_dist_class:2,new_grid:1,new_grid_arrai:12,newer:0,next:[0,2,8],nick:9,node1:12,node2:12,node:[5,8,9,12],noisi:8,nomenclatur:9,non:7,none:[1,2,3,4,12],norm:[2,8],normal:[0,2,3,7,8,9,12],normark:9,notabl:9,note:[0,9,12],notebook:[0,1,2,3,4,8,10,12],noth:[8,12],notic:[0,7,9],novel:10,now:[0,1,2,3,4,5,6,8,9,13],nugget:[0,7,8],num:8,number:[0,1,2,4,5,7,8,9,12],numer:[2,8,9,10,12,13],numpi:[0,1,2,3,4,5,8,10,12,13],nunez:[8,9],nut:3,obj:12,object:[0,1,2,3,4,5,8,9,10,12,13],observ:[3,8],obtain:[2,8,9,13],obtein:12,obvious:9,occur:[2,8,9],occurr:8,octob:8,off:3,offer:[8,13],offset:[9,12],often:8,ogarko:8,ogilvi:8,ohann:9,ois:[8,9],okai:5,old:0,older:[0,9],older_seri:[8,9],oldest:0,olga:8,omit:9,on_unused_input:3,onc:[0,2,8,9],one:[1,2,3,5,7,8,9,12,15],one_v:7,ones:[2,3,8,9],oni:9,onli:[0,1,2,3,4,7,8,9,10,12],onlin:[8,10],only_select:12,onto:[0,13],opac:12,open:[0,6,8,9,10,12,13],oper:[2,3,8,9,12,13],opfromgraph:3,oppos:7,opposit:8,optim:[0,1,2,3,4,5,8,9,10,12],option:[8,12,13],order:[1,2,3,4,5,7,8,9,12,15],order_form:[0,1,3,4,5,8,9,12],order_seri:[0,1,2,3,4,5,12],order_t:12,ordinari:7,org:[8,9,12],orgin:0,orient:[0,1,2,5,7,8,9,10,12,13],orient_datafram:12,orientaion:12,origin:[0,2,3,4,7,8,9,12],original_grav:8,original_scal:[0,1,2,4,8,9,12],orthogon:8,oscil:8,oshua:9,other:[0,5,7,8,9,10,12,13],otherwis:[9,12,13],ouillart:9,oulogn:9,our:[2,3,5,7,8,9,10,11,12,15],out:[0,5,9,12],outcom:[2,8],outcrop:13,outlier:8,outlook:10,output:[0,2,3,4,5,8,9,12],outreach:13,outsid:2,outstand:9,outup:8,over:[2,5,9],overal:[8,9,13],overcom:9,overhead:9,overlai:[5,8,9],overlaid:8,overlain:8,overli:9,overturn:10,overview:[8,9,10],own:8,packag:[0,8,9,10,13],pad:[4,8],page:[7,8,9,10,13],pair:5,pakyuz:8,panda:[0,2,3,8,9,10,12,13],pandas_ref_layer_points_rep:3,pandas_rest_layer_point:3,pandasdatafram:[],paper:[6,8,9],paper_foli:[8,9],paper_point:[8,9],paradigm:9,parallel:[0,8,9],param:[2,8,12],parament:12,paramet:[0,3,7,8,9,12,15],parametr:8,paraview:[1,8,10,13],pardir:[0,1,3,4],parent:2,part:[0,2,8,9,10,12,13],parti:8,partial:[7,8,9],particular:[8,12,13],particularli:[0,8],partit:9,partli:10,pass:[1,9,12],patch:4,path:[0,1,2,3,4,5,12],path_f:[3,4,12],path_i:[0,1,3,4,8,9,12],path_o:[0,1,4,8,9,12],patil:8,paul:[8,9],pearlmutt:9,peerj:[8,9,10],pendleton:10,peopl:8,pep:9,per:[8,9,12],perceiv:8,perfect:9,perform:[7,8,9,10,12],permament:0,perman:0,perpendicular:[0,9,13],perspect:8,perth:[8,10],perturb:[2,8],pete:8,peter:8,petrel:10,pgm:8,phase:[7,9],philipp:9,physic:[7,8,9,10,13],phytologist:8,pickl:[0,2,8,12],piec:9,pierr:9,pile:[0,2,5,8,9,12],pip:13,place:[0,1,9,12],plai:[2,8],plan:10,plane:[0,2,8,9,12,13],plane_fit:12,planescallback:[],planetari:[9,13],platform:8,plausibl:8,plot:[0,2,5,8,9,12],plot_block_sect:[],plot_col:[],plot_data:[0,1,2,3,4,5,8,9,12],plot_data_3d:[0,12],plot_gradi:12,plot_scalar:12,plot_scalar_field:[0,1,9,12],plot_sect:[0,1,2,3,4,5,8,9,12],plot_surfaces_3d:[0,9,12],plot_surfaces_3d_real_tim:[0,1,2,4,12],plot_topolog:[5,12],plotdata2d:[],plotdata:[],plt:[0,1,2,3,4,5,8,12],pltting:9,plu:[0,9,12],plug:8,point:[0,2,5,7,8,9,12,13,15],point_list:12,pointset:12,poit:0,pol:12,polar:[0,2,3,5,7,8,12],polarity_al:12,pole:[0,9,13],polydata:[],polygon:9,polynomi:[7,9,12],posit:[0,2,3,8,12,13],possibl:[2,7,8,9,10,13],post:[2,9],posterior:[2,8,13],posterior_analysi:[2,12],potenti:[0,1,7,8,10,12,13,14],potential_fault:12,potential_field:12,potential_lith:12,potfield:9,power:[8,10,13],practic:[7,8,9,11],pre:9,precis:[0,1,2,4,5],precomput:[8,9],precomputations_grav:[3,4,8],precondit:8,predict:11,predictor:9,preexist:9,prefer:[2,9],prepar:[8,9,12,15],preprint:[9,10],preprocess:[9,12],prerequisit:8,presenc:9,present:[6,9,10],preserv:8,press:[8,9],previou:[1,4,7,8,9,12],primal:9,primari:[0,9],principl:[0,7,8,9,10,13],print:[0,2,3,8,9,12],prior:[2,8,9],priori:9,prism:[0,8],prob:[7,8],probabilist:[9,10,13,14],probabl:[8,12],problem:[0,2,7,8,9,12],proc:13,procedur:9,process:[0,1,2,8,9,11,13],produc:[8,9],product:[8,9],prof:11,profil:11,program:[0,9,10,13,14],progress:[1,13,15],prohibit:9,project:[0,1,4,8,10,12,13],projecton:[],promot:9,pronouncedli:8,proof:[13,15],propag:[8,9],properli:0,properti:[1,2,7,9,12],proport:[8,9],prototyp:[8,13],prove:8,provid:[0,5,8,9,10,12,13],publish:12,pull:8,pure:8,purpl:9,purpos:[8,12],put:[2,5],pycharmproject:12,pydotprint:3,pye:8,pyevtk:8,pygem:10,pymc2:[7,8,13,15],pymc2_tutori:2,pymc2_tutorial_geo_data:2,pymc3:[8,10,13,15],pymc:[3,8,10,12,13,15],pypi:13,pyplot:[0,1,2,3,4,5,8,12],pyqt:8,pytest:13,python:[3,8,9,10,12,15],pythonocc:10,pytorch:10,q_stepsiz:12,qalieh:8,qgi:10,qgrid:[12,13],qt5:[0,12],quadric:12,qualiti:[8,9],quantif:[9,11,14],quantifi:8,quantopian:13,question:[8,9,11,12,13],quickli:[5,9],quintero:8,quit:9,radio:[],radul:9,rag:[8,12],rajesh:[8,10],rall:10,ram:8,ran:9,rand:2,random:[9,12],randomli:8,rang:[0,2,3,7,8,9],ranganath:[8,10],rapid:[10,13],rapidli:8,rather:9,ratio:8,raw:[0,8,11,12],reach:8,read:12,read_csv:[2,3,12],read_pickl:[2,12],readabl:[8,9],reader:[8,10],readgeomodellerxml:12,readthedoc:[12,13],real:[0,8,9,12,13,15],real_tim:[],realist:[8,9],realiti:[8,9,11,13],realiz:[2,8,13],reason:[2,8,9,10],recalcul:[4,12],recalculate_gradi:12,recalculate_orient:12,receiv:12,recent:[8,9,10],recommend:[0,7,9,12,13],recompil:[1,12],recomput:12,reconstruct:2,record:[],recreat:[4,9],rectangl:[0,4],rectangular:8,rectilinear:9,recurr:8,recurs:9,red:9,redistribut:12,redo:0,reduc:[9,10,12],reduct:8,redund:9,reescaled_forw:3,ref:12,ref_layer_points_al:12,refer:[0,2,7,8,9,12],referenc:9,reflect:[7,8],regard:[7,9],regenau:8,region:[5,8,9,12,13],regress:9,regular:[9,12],regular_3d:12,reimport:13,reject:8,rel:[0,7,8,9],rel_matrix:12,relat:[0,1,7,8,9,10,12],relationship:[5,9],releas:13,relev:[0,9,10,12,13],reli:[0,8,9],reload:[0,2],remacl:9,remain:0,rememb:[0,2,4],remind:[2,8],ren_list:[],ren_nam:[],render:[8,10,13],render_model:[],renwin:[],repeat:[9,12],replac:2,replic:9,repositori:13,repres:[0,1,2,4,5,7,8,9,10],represent:[7,8,10],reproduc:2,requir:[0,7,8,9,13],res:[1,2],rescal:[0,2,3,12],rescale_data:12,rescale_factor_default:12,rescaling_factor:[2,12],research:[8,11,13],resembl:0,reservoir:[3,10,11],reset:[0,12],reset_indic:12,reshap:[3,4,8],resiz:0,resolut:[0,1,2,3,4,5,8,9,12],resort:12,resourc:9,respect:[0,2,7,8,9,10,12,13],respons:[0,4,8],rest:[3,5,9,12],rest_layer_points_al:12,restrict:8,result:[0,1,3,7,8,9,12,13,15],retriev:12,return_block:12,return_label_block:12,return_xml:12,reusabl:9,review:[8,9],revolv:9,rewrit:7,richard:9,right:[0,4,7,8,9],rigid:9,rise:8,rival:10,robust:[7,9],role:8,root:0,rossum:9,routin:9,row:[2,5,7,8,12],roweth:10,rs_max:3,rs_mid:3,rs_min:3,rs_rang:3,rtype:12,ruiter:8,rule:[7,9,13],run:[0,2,3,8],runner:8,rwth:[10,13],sai:5,saksman:8,salvati:[8,10],sam:8,same:[0,2,7,8,9,12],sampl:[2,3,8,9,12,13],sampler:8,samuel:8,sand:13,sandston:[0,4],sandstone_1:0,sandstone_2:0,santi:8,sauliu:8,sauss:10,save:[0,1,2,8,12],saw:7,scalar:[0,7,8,10,12,14],scalar_field:12,scalar_field_at_al:12,scalar_field_at_form:12,scale:[],scan:13,scenario:9,sch:8,schaaf17mast:8,schaaf:[11,12,13],scheme:9,schill:8,schroeder:[8,10],scienc:[8,9,10,11],scientif:[8,9,10,13],scikit:[8,9],scikit_imag:13,scikit_learn:13,scipi:13,scope:8,screen:12,script:10,seaborn:[8,12,13],search:13,sec:[2,7,8,9,10],second:[0,2,7,8,9,12],secondari:13,section:[0,2,5,7,8,9,10,12,13],sedimentari:[0,12],see:[0,2,4,7,8,9,10,12,13],seem:0,seen:[2,9,10,12],segment:[8,9,12],seismic:[8,9],sel:2,select:[2,3,8,9,12,13],select_seri:12,self:12,sens:[2,7],sensic:12,sensit:8,sensor:13,separ:[0,8,12],separet:[],septemb:8,sequenc:[0,8,9,10,12,13],sequenti:[8,9,12,15],sequential_pil:[0,1,2,3,4],seri:[0,2,3,4,5,8,12,13,14,15],serial:12,series_distribut:[8,9,12],series_nam:12,serv:8,servic:13,set:[3,4,5,7,8,9,10,12,13,15],set_annot:12,set_camera_backcolor:[],set_fault:12,set_fault_rel:12,set_fault_relation_matrix:[],set_form:12,set_formation_numb:[],set_geophysics_obj:[3,4,8],set_grid:[1,12],set_interfac:[2,12],set_interpolation_data:12,set_order_form:[0,2],set_orient:[2,12],set_orientation_from_interfac:12,set_seri:[0,1,3,4,5,8,9,12],set_size_inch:[1,3,4],set_subtensor:3,set_surfac:[],set_ticklabel:0,set_valu:8,set_xtick:0,set_ytick:0,settign:[1,3,4],setup:[2,13],setuptool:13,seve:12,sever:[0,1,5,8,9],shale:0,shannon:8,shape:[0,3,7,12,13],share:[2,3,5,8,9,12],sharp:9,ship:[8,9],should:[0,2,7,8,12],show:[0,1,2,3,5,8,9,10],shown:[8,9,12],side:[2,8,9],siggraph:9,sigmoid:12,signific:[0,8,9,10],siltston:0,sim:[0,2],sim_:[0,4,9],sim_fabian:0,sim_sand:1,similar:[0,7,8,9],similarli:0,simon:[8,10,11],simp:8,simpl:[5,8,9,12,13,15],simple_fault_model_orient:0,simple_fault_model_point:0,simplebif:[1,3,4],simplec:[9,12],simplemafic1:[1,3,4],simplemafic2:[1,3,4],simplemafic_seri:[1,3,4],simplest:7,simpli:[0,2,8,9],simplic:[0,1,8,9,12],simplices_l:12,simplifi:9,simul:[8,11,13,15],sinc:[1,2,7,8,9,12],singl:[0,7,8,9,10,12],singular:[2,8,12],siskind:9,six:9,size:[0,2,8,9,12],skimag:[8,12],skip:0,slice:12,slice_init:12,slight:9,slope:12,small:[7,9],smooth:[0,9],smoother:9,snippet:[8,9],societi:8,softw:8,softwar:[0,8,9,10,12],sole:0,solut:[0,7,9,12],solv:[7,9,12],solve_krig:12,some:[0,2,4,7,8,13],somehow:2,somewhat:0,son:9,sophist:10,sort:12,sourc:[6,8,10,12,13],southeastern:8,space:[0,1,7,8,9,13],sparciti:10,spars:8,spatial:[8,9],special:9,specif:[0,1,2,7,8,9,10,12,13],specifi:[0,2,12],speed:[0,9,12],sphere:10,spherecallback:[],spill:9,spline16:12,spline36:12,spline:[7,9],split:2,sport:5,spreadsheet:0,springer:9,sql:8,sqrt:[3,8],squar:3,square_error:8,squared_euclidean_dist:12,sst_grav_2000:3,stabil:[2,7,12],stabl:12,stackoverflow:12,stai:12,stamm:[10,11],stamp:8,stan:[8,10],standard:[2,8,10],start:9,stat:8,state:[7,9,10,13],stationari:7,statist:[7,8,9,10,13,15],std:[2,8],stefan:8,steno3d:[8,13],steno:8,step:[0,2,3,8,9,10,12,13],step_siz:12,stephan:8,stephen:8,still:[0,8,10],stoch:2,stochast:[3,6,7,9,10,13,14,15],storag:10,store:[0,1,2,8,9,12],str:[8,12],straightforward:[8,9],strat_seri:0,strategi:8,stratigraph:[0,2,5,8,9,10,12,13],stratigraphi:15,stratigraphicpil:[0,1,2,3,4],strength:8,stress:9,strict:8,string:[0,12],strongli:11,structur:[0,1,7,8,10,11,12,14],style:9,sub:[7,9],subarrai:0,subdivid:7,subdivis:[7,9],subject:9,subscript:9,subsequ:[8,9,13],subset:[9,12],substitut:[7,8,9,12],subsurfac:10,subsystem:7,succesfulli:6,successfulli:[2,8,9],suffici:6,suit:8,suitabl:[8,9],sum:[3,8],superimposit:13,superposit:1,superscript:9,superset:9,supplement:[8,10],support:[8,10,12,13],suppos:8,sure:[0,13],surfac:[0,7,8,9,10,12,13],surg:10,survei:9,swell:9,symbol:[8,9,12],synchron:9,synclin:13,syntax:8,syntet:8,synthet:[0,8,10],sys:[0,1,2,3,4,5],system:[2,8,9,11,12,14],tabl:[5,8,12],tackl:8,take:[0,2,7,8,9,12,13],taken:[7,8,9],tal:8,talli:2,tamminen:8,tarantola:8,task:[8,9,10],teach:13,team:9,technic:[8,11],techniqu:[8,10,11],tecton:[0,8,9],tectonophys:8,tell:2,tempor:8,ten:8,tend:2,tensor:[0,1,2,3,4,5,12],tensorflow:10,tensortyp:3,term:[2,7,9,12],terminolog:9,test:[8,10,11,12],text:9,th_fn:12,than:[0,9],thank:13,theano:[0,1,2,3,4,5,8,10,13,14],theano_graph:12,theano_optim:[0,1],theanograf:[0,3],theanograph:[9,12],thei:[0,7,8,9,10,12],them:[0,1,2,3,8,9,11,12],themselv:9,theoret:[6,8,9],theori:[0,6,8,9,10,13,14],therefor:[2,7,8,9,10,12,13],thesi:10,thi:[0,1,2,3,4,5,6,7,8,9,10,12,13],thick:9,thiel:8,thin:8,third:[],thoma:[8,10],those:[0,2,5,9],though:[9,10],thoughtfulli:8,thousand:2,three:[2,7,8,9,13],through:[0,10,11,13],thte:2,thu:[0,2,8,11],tile:12,tilt:0,time:[0,2,7,8,9,10,12,13],timewis:[0,1,3,4],todo:12,togeth:[0,2,9,12],toggl:12,toler:8,tom:8,toni:8,too:2,tool:[8,10,13],toolkit:[0,8,10,13],top:[0,8,10],topic:11,toplog:8,topo_g:8,topographi:13,topolog:[9,13,14,15],topology_analyz:12,topology_check_adjac:5,topology_comput:[5,8,12],topology_plot:8,total:[8,12],toward:[0,7,8],tqdm:13,trace:[2,3,8,12],track:8,train:9,tran:10,transform:9,transit:9,translat:9,transport:11,trap:[9,10],treat:[0,2,8,9],tree:[3,12],trend:9,treshold:12,triangl:[0,7,9,12],trick:3,trivial:8,trunk:12,tune:[3,8,9],tune_interv:8,tune_throughout:8,tupl:12,turn:[0,8,9,10],tut_chapter1:0,tutori:[0,2,10,13],tutorial_ch3_foli:2,tutorial_ch3_interfac:2,twice:[0,7],two:[0,1,2,3,4,5,7,8,9,12],twofold:9,type:[0,2,3,5,8,9,12],typic:[0,10],u_grad:[0,2,3,5,12],u_grade_it:12,uan:9,ubuntu:12,ultim:[9,12],unbias:9,unbiased:7,uncertain:[2,8],uncertainti:[2,3,9,10,11,13,14],unconf_seri:0,unconform:[0,8,9,10,13],uncorrel:8,undefin:[0,9],under:[2,12,13,14,15],underground:11,underli:[0,9,10],understand:[0,8],unfix:7,union:8,uniqu:[2,5,8,12],unit:[0,8,9],uniti:12,univers:[8,9,10,12,13,14],universal_drift_contribut:[],universal_matrix:12,unknown:[7,9],unmanag:9,unnam:2,unravel:12,unreason:8,until:12,upcom:13,updat:[0,1,8,12],update_interpol:1,upload:8,upper:[2,12],url:[8,9],use:[2,3,4,5,7,9,10,11,12,13,14],use_step_method:8,used:[0,2,7,8,9,12,13],useful:[0,5,8,9,10,12],user:[0,8,9,10,13],userwarn:4,uses:7,using:[0,2,3,8,10,12,13,14],usual:[4,8,9],util:[0,9,10],utkarsh:8,valid:[2,4,8],valu:[0,1,2,3,7,8,9,10,12,13],valuabl:8,van:[8,9,10,11],vanderpla:8,vanveen:11,varga:[6,8,11,12,13],vari:[8,9,12],variabl:[2,3,7,8,9,12],varianc:[7,9],variat:[0,8,10],variogram:[7,9],varoquaux:10,vector:[7,9,12],veen:11,ver:[0,2],ver_:[0,4,9],ver_fabian:0,ver_sand:1,verbos:[0,1,2,3,4,5,8,9,12],veri:[0,1,3,8,9],versa:5,version:[0,8,12,13],vert:8,vertic:[0,1,2,8,9,12],vertices_l:12,vertici:[],veslud:10,via:[0,8,12,13],vice:5,video:8,view:[0,8,13],viewer:8,viewpoint:8,villalba:8,virgo:11,viridi:[1,3,4,8],virtual:[8,11],vis:9,viseur:10,visual:[1,9,10,13,14,15],visualis:9,vital:0,vitalii:8,vline:2,volum:9,volumetr:9,voxel:[0,2,8,9,12],vtk:[0,1,8,10,12,13],vtkactor:[],vtkplanewidget:[],vtkpoint:[],vtkpolydata:[],vtkpolydatamapp:[],vtkrenderwindow:[],vtkspherewidget:[],vtktriangl:[],vtkvisual:0,wackernagel:9,wai:[0,1,2,5,8,9,10,13],walt:[8,9,10],want:[0,2,3,4,5,8,9,12],warmenhoven:8,warn:[0,1,2,3,4,5],warn_float64:3,warner:8,warranti:12,warsaw:9,waskom:8,weak:8,weight:[7,8,9,12],well:[0,1,2,3,4,7,8,9,10,12],wellmann2017uncertainti:8,wellmann:[8,11,13],were:0,what:[0,2,8,9,12],when:[0,2,7,9,12,13],where:[0,2,4,5,7,8,9,12,15],which:[0,2,5,8,9,10,12,13],white:8,whole:[7,9,12],whose:2,why:[8,9],wide:[7,8,10],wiecki:[8,10],wilei:9,william:[8,9],window:[0,12],wip:[13,15],wise:9,within:[0,4,7,8,9,12],without:[0,1,2,8,9,12],word:[8,9,12],work:[0,1,2,7,8,9,10,13,15],workflow:[0,6,8,10],would:[0,2,7,8,9],wrap:8,write:[2,8,9,13],written:[7,8,9],www:[8,12],x_1:12,x_2:12,x_max:12,x_min:12,x_std:[2,3],x_to_interpol:12,xlabel:2,xlim:[0,2,5],xml:12,xyz:[3,12],y_max:12,y_min:12,y_ob:3,y_std:[2,3,5],yager:8,yarkoni:8,yaroslav:8,year:[8,9],yellow:9,yet:[1,8,10,12],yield:8,ylabel:2,ylim:[0,2,5],yoav:8,you:[0,1,2,12,13],young:0,younger:[0,9],younger_seri:[8,9],youngest:0,your:12,ython:9,z_max:12,z_min:12,z_ref:3,z_rest:3,z_std:[2,3,5],z_unc:3,z_unc_ref:3,z_unc_rest:3,z_x:12,zenodo:8,zero:[2,8],zeros_lik:[2,8],zone:8},titles:["Chapter 1: Basics of geological modeling with GemPy","Chapter 2: A real example. Importing data and setting series","Chapter 3: Stochastic Simulations in pymc2","Chapter 4: Bayesian Statistics in pymc3 (Working in progress proof of concept)","Chapter 5: Computing forward gravity. (Under development)","Chapter 6: Analyzing Topology (WIP)","Chapter 2: Taking a look at GemPy\u2019s core","Advance theory","ASSETS \u2013 Model analysis and further use","CORE - Geological modeling with GemPy","Introduction","About us","Code","GemPy","Guide","Tutorial"],titleterms:{"function":[2,7],"import":[0,1],"return":0,The:[0,6,9],aachen:11,about:11,adjust:9,advanc:7,align:[],analysi:[8,12],analyz:[2,5],approach:9,architectur:9,asset:8,basic:0,bayesian:3,benevol:11,block:[6,9],chang:1,chapter:[0,1,2,3,4,5,6],code:12,combin:[6,9],compil:2,comput:[1,4,11],concept:[3,9],content:[],contributor:11,core:[6,9,11],covari:7,creat:[0,5],cross:7,cubic:7,data:[0,1,2,12],datafram:0,declar:0,dependeci:13,deposit:9,develop:[4,11],dictat:11,direct:0,distribut:2,doc:[],document:13,environ:0,estim:7,exampl:[0,1,2,5,7],expans:7,fault:[0,6,9],featur:[],field:[6,9],foliat:0,format:0,forward:[4,8],from:[0,6,9,13],front:12,further:8,gempi:[0,6,9,11,12,13],gempy1:[],gener:0,geolog:[0,6,8,9,13],geologi:[11,13],geomod:[11,13],geomodel:8,geophys:12,get:13,googleearth:13,gradient:7,graph:[9,12],graphic:7,graviti:[3,4,8],guid:14,handl:2,hood:9,img:[],implicit:13,indic:13,inform:0,initi:2,input:[0,2],instal:13,interact:0,interfac:[0,7],interpol:[1,2,9],introduct:10,invers:8,krige:7,left:[],life:[],logo:[],look:6,manag:[1,12],manual:[],matrix:7,method:[6,9],model:[0,1,2,4,5,6,7,8,9,13],one:0,order:0,our:0,paramet:2,png:[],point:1,posterior:12,potenti:9,prepar:[0,2],probabilist:[7,8],program:8,progress:3,project:11,proof:3,pymc2:2,pymc3:3,pymc:2,pypi:[],python:[0,13],quantif:8,real:[1,3],refer:13,remot:[11,13],result:2,rwth:11,sandbox:[11,13],scalar:[6,9],sequenti:[0,6],seri:[1,6,9],set:[0,1,2],simpl:0,simul:2,softwar:13,src:[],start:13,statist:3,stochast:[2,8],stratigraphi:0,structur:[9,13],system:7,tabl:13,take:6,team:11,theano:[9,12],theori:7,topolog:[5,8,12],tutori:15,uncertainti:8,under:[4,9],univers:[7,11],use:8,using:9,visual:[0,2,8,12],what:[],where:1,width:[],wip:5,work:3}})