Update benchmarks

benchmark/knapsack/ChallengeA/benchmark_ml.csv

@@ -1,151 +1,151 @@
-,Solver,Instance,Wallclock Time,Lower Bound,Upper Bound,Gap,Nodes,Mode,Relative Lower Bound,Relative Upper Bound,Relative Wallclock Time,Relative Gap,Relative Nodes
+,Solver,Instance,Wallclock Time,Lower Bound,Upper Bound,Gap,Nodes,Mode,Relative Lower Bound,Relative Upper Bound,Relative Wallclock Time,Relative Gap,Relative Nodes,Predicted LB,Predicted UB,Sense
-0,baseline,0,662.7372989654541,59162.0,59167.0,8.451370812345763e-05,18688107.0,exact,1.0,1.0004734608295711,8.24056340052232,1.0,5.021790706354566
+0,baseline,0,662.7372989654541,59162.0,59167.0,8.451370812345763e-05,18688107.0,exact,1.0,1.0004734608295711,8.70828628181939,1.0,5.622307810564691,,,
-1,baseline,1,900.0007548332214,59137.0,59256.0,0.002012276578115224,24175550.0,exact,0.9998140258335024,1.0019275641675967,4.993385989449955,23.8,2.8587779277329206
+1,baseline,1,900.0007548332214,59137.0,59256.0,0.002012276578115224,24175550.0,exact,1.0,1.0019275641675967,5.256438928065297,23.8,2.9939288096459404,,,
-2,baseline,2,900.0016160011293,59186.0,59285.0,0.0016726928665562802,24089218.0,exact,1.0,1.0015880792688077,6.423201244853467,19.8,3.8892212441359084
+2,baseline,2,900.0016160011293,59186.0,59285.0,0.0016726928665562802,24089218.0,exact,1.0,1.0015880792688077,6.615464163621432,19.8,3.971008553523482,,,
-3,baseline,3,900.0023140907288,59145.0,59231.0,0.0014540535970918927,24595759.0,exact,1.0,1.0013693998309383,10.818053497641843,17.2,7.003043147607749
+3,baseline,3,900.0023140907288,59145.0,59231.0,0.0014540535970918927,24595759.0,exact,1.0,1.0013693998309383,9.839168761119028,17.2,6.1066754492159765,,,
-4,baseline,4,900.0024960041046,59142.0,59213.0,0.0012005004903452704,25467171.0,exact,1.0,1.0011327900449734,10.658841862319106,17.749999999999996,6.900425045120571
+4,baseline,4,900.0024960041046,59142.0,59213.0,0.0012005004903452704,25467171.0,exact,1.0,1.0011162314042927,11.236705591195049,14.261938547000467,7.640381275476392,,,
-5,baseline,5,900.002925157547,59126.0,59244.0,0.0019957379156377904,23457042.0,exact,1.0,1.0020974289580513,11.640217537235461,23.595609376585596,6.210826151987437
+5,baseline,5,900.002925157547,59126.0,59244.0,0.0019957379156377904,23457042.0,exact,1.0,1.0021143794719125,10.760170783867167,29.494511720731996,5.847345591041515,,,
-6,baseline,6,900.0031039714813,59125.0,59236.97169757604,0.001893813066825174,24240772.0,exact,1.0,1.0018090934817527,5.121599930210644,22.394339515207683,2.997538733050967
+6,baseline,6,900.0031039714813,59125.0,59236.97169757604,0.001893813066825174,24240772.0,exact,1.0,1.0018090934817527,5.582936655618509,22.394339515207683,3.3210931747954593,,,
-7,baseline,7,900.002781867981,59105.0,59212.0,0.001810337534895525,24042592.0,exact,1.0,1.001725596345796,4.327836971922191,21.400000000000002,2.5321558603504406
+7,baseline,7,900.002781867981,59105.0,59212.0,0.001810337534895525,24042592.0,exact,1.0,1.001725596345796,1.7540923744921773,21.400000000000002,2.390273708531383,,,
-8,baseline,8,900.0021660327911,59169.0,59251.0,0.0013858608392908448,25512146.0,exact,1.0,1.001301247169365,9.974687380609685,16.4,6.491243791727731
+8,baseline,8,900.0021660327911,59169.0,59251.0,0.0013858608392908448,25512146.0,exact,1.0,1.0013181687594004,9.026100681465717,20.5,5.950915491512204,,,
-9,baseline,9,900.0015439987183,59130.0,59256.0,0.00213089802130898,23227790.0,exact,1.0,1.0021478462345041,6.707523295315465,25.197442922374428,3.6079997415289373
+9,baseline,9,900.0015439987183,59130.0,59256.0,0.00213089802130898,23227790.0,exact,1.0,1.0021478462345041,7.880275979497338,25.197442922374428,4.198068271097029,,,
-10,baseline,10,900.0024099349976,59127.0,59201.0,0.0012515432881762985,25015636.0,exact,1.0,1.0011668808766827,12.967000721437445,14.8,8.304405920593773
+10,baseline,10,900.0024099349976,59127.0,59201.0,0.0012515432881762985,25015636.0,exact,1.0,1.0011838122135597,13.04240249187423,18.5,8.325144625534431,,,
-11,baseline,11,900.0025849342346,59198.0,59289.0,0.0015372140950707794,24558832.0,exact,1.0,1.0017741281427412,4.832665619009983,18.19415858643873,3.0010133789730644
+11,baseline,11,900.0025849342346,59198.0,59289.0,0.0015372140950707794,24558832.0,exact,1.0,1.0017741281427412,4.941352404443008,18.19415858643873,2.9831824806949396,,,
-12,baseline,12,900.0022029876709,59102.0,59224.0,0.002064227944908802,24026788.0,exact,1.0,1.0019794609775492,5.374176210382269,24.400000000000002,2.9878278547301225
+12,baseline,12,900.0022029876709,59102.0,59224.0,0.002064227944908802,24026788.0,exact,1.0,1.0019794609775492,5.378482195683288,24.400000000000002,2.947983888580514,,,
-13,baseline,13,900.0011007785797,59150.0,59206.0,0.0009467455621301775,24953207.0,exact,1.0,1.0008621418307835,11.635403359432718,11.2,7.550357589811989
+13,baseline,13,900.0011007785797,59150.0,59206.0,0.0009467455621301775,24953207.0,exact,1.0,1.0008790614328702,12.451848934586094,13.999999999999998,8.0844140865203,,,
-14,baseline,14,900.0014700889587,59169.0,59250.0,0.0013689600973482733,25494260.0,exact,1.0,1.0014535866405248,11.415744726455014,16.197262079805302,7.11231988876617
+14,baseline,14,900.0014700889587,59169.0,59250.0,0.0013689600973482733,25494260.0,exact,1.0,1.0014705136656357,10.286586243074352,20.246577599756627,6.714445655657852,,,
-15,baseline,15,900.0013790130615,59083.0,59196.0,0.0019125636816004605,23792716.0,exact,1.0,1.0018277822908204,7.00278363514675,22.6,3.9955739669454795
+15,baseline,15,900.0013790130615,59083.0,59196.0,0.0019125636816004605,23792716.0,exact,1.0,1.0018277822908204,7.486704871117682,22.6,4.211841162852367,,,
-16,baseline,16,900.0020098686218,59126.0,59233.0,0.0018096945506207078,23398798.0,exact,1.0,1.001724983511187,10.004008035629374,21.39999999999999,5.838894625495521
+16,baseline,16,900.0020098686218,59126.0,59233.0,0.0018096945506207078,23398798.0,exact,1.0,1.001724983511187,10.473065188128833,21.39999999999999,5.842727665213484,,,
-17,baseline,17,900.0023510456085,59156.0,59197.0,0.0006930826965988236,25573586.0,exact,1.0,1.0006930826965987,10.766823251438453,10.249306917303404,7.247469055209355
+17,baseline,17,900.0023510456085,59156.0,59197.0,0.0006930826965988236,25573586.0,exact,1.0,1.0006930826965987,12.267049016770867,10.249306917303404,7.807679578926801,,,
-18,baseline,18,900.002711057663,59118.0,59211.0,0.0015731249365675427,24489136.0,exact,1.0,1.001505361794256,20.92492767473306,23.249999999999996,12.911968272028759
+18,baseline,18,900.002711057663,59118.0,59211.0,0.0015731249365675427,24489136.0,exact,1.0,1.0014884224413512,19.84721287191386,18.599999999999998,12.51075303699155,,,
-19,baseline,19,724.1934628486632,59159.0,59164.0,8.451799388089724e-05,20931760.0,exact,1.0,1.0000005221863417,15.470961784565928,1.0062173397822212,10.591789902465559
+19,baseline,19,724.1934628486632,59159.0,59164.0,8.451799388089724e-05,20931760.0,exact,1.0,1.0,16.225906582646804,1.0,11.203195934004649,,,
-20,baseline,20,900.0011439323425,59068.0,59191.0,0.0020823457709758246,23411794.0,exact,1.0,1.0020823457709758,4.918028875786363,24.597917654229025,2.6615039039030846
+20,baseline,20,900.0011439323425,59068.0,59191.0,0.0020823457709758246,23411794.0,exact,1.0,1.0020823457709758,4.553908811228339,24.597917654229025,2.465201726709367,,,
-21,baseline,21,380.06568694114685,59175.0,59180.0,8.449514152936208e-05,11618526.0,exact,1.0,1.0000168978860744,7.919828298356752,1.2500000000000002,5.819928018093155
+21,baseline,21,380.06568694114685,59175.0,59180.0,8.449514152936208e-05,11618526.0,exact,1.0,1.0000168978860744,7.912557532546788,1.2500000000000002,5.757968140817527,,,
-22,baseline,22,900.0016028881073,59121.0,59154.94711904253,0.0005741973079365614,26352886.0,exact,1.0,1.0004895835849292,12.802476483072159,6.789423808503489,8.910205446497793
+22,baseline,22,900.0016028881073,59121.0,59154.94711904253,0.0005741973079365614,26352886.0,exact,1.0,1.0004895835849292,14.040381831195205,6.789423808503489,9.40925154833969,,,
-23,baseline,23,230.2515211105347,59193.0,59198.0,8.44694474008751e-05,6776049.0,exact,1.0,1.0000506799560773,9.78740127403808,2.5,6.593321682880646
+23,baseline,23,230.2515211105347,59193.0,59198.0,8.44694474008751e-05,6776049.0,exact,1.0,1.0000337860666262,8.514542938541073,1.6666666666666665,5.846961043264265,,,
-24,baseline,24,900.0010840892792,59162.0,59240.0,0.001318413846725939,24727727.0,exact,1.0,1.0015046237595306,7.770410032372326,15.595781075690478,4.794053315238465
+24,baseline,24,900.0010840892792,59162.0,59240.0,0.001318413846725939,24727727.0,exact,1.0,1.0015046237595306,8.166041819193602,15.595781075690478,4.940286958561307,,,
-25,baseline,25,900.0015320777893,59096.0,59210.0,0.0019290645728983352,23438919.0,exact,1.0,1.0018443004348487,4.2755794007345695,22.800000000000004,2.430121857984345
+25,baseline,25,900.0015320777893,59096.0,59210.0,0.0019290645728983352,23438919.0,exact,1.0,1.0018443004348487,4.510705225924555,22.800000000000004,2.4862311177206236,,,
-26,baseline,26,900.0015478134155,59089.0,59203.0,0.001929293100238623,23826788.0,exact,1.0,1.0018784268598118,8.530928147165179,22.799228282759906,5.011843048217148
+26,baseline,26,900.0015478134155,59089.0,59203.0,0.001929293100238623,23826788.0,exact,1.0,1.0018953816994127,8.894248013836016,28.49903535344988,4.939630736149807,,,
-27,baseline,27,900.0010070800781,59153.0,59249.0,0.0016229100806383447,24336831.0,exact,1.0,1.00155518366381,10.423236857875487,24.0,6.308787984678588
+27,baseline,27,900.0010070800781,59153.0,59249.0,0.0016229100806383447,24336831.0,exact,1.0,1.001538253490652,10.091974748981741,19.2,6.084119530266811,,,
-28,baseline,28,900.001277923584,59112.0,59208.0,0.0016240357287860333,25111591.0,exact,1.0,1.001759610178668,4.24772722090385,19.195777507105156,2.51698592241038
+28,baseline,28,900.001277923584,59112.0,59208.0,0.0016240357287860333,25111591.0,exact,1.0,1.001759610178668,4.691858473111718,19.195777507105156,2.8027693088636902,,,
-29,baseline,29,900.0012440681458,59182.0,59263.0,0.0013686593896792946,24919871.0,exact,1.0,1.0012840657576834,8.059220760590607,16.200000000000003,5.036832737480212
+29,baseline,29,900.0012440681458,59182.0,59263.0,0.0013686593896792946,24919871.0,exact,1.0,1.0012840657576834,7.56448716001105,16.200000000000003,4.595493258310103,,,
-30,baseline,30,900.0012910366057,59134.0,59241.0,0.001809449724354855,23615391.0,exact,1.0,1.001741688930975,10.270593022832227,26.75,5.93002733819128
+30,baseline,30,900.0012910366057,59134.0,59241.0,0.001809449724354855,23615391.0,exact,1.0,1.0017247501648658,9.031820270959846,21.4,5.0375202116086095,,,
-31,baseline,31,900.0023548603058,59082.0,59169.0,0.0014725297044785213,26213904.0,exact,1.0,1.0013877841149492,9.233104613426313,17.4,6.46848815130208
+31,baseline,31,900.0023548603058,59082.0,59169.0,0.0014725297044785213,26213904.0,exact,1.0,1.0013883344383072,10.04484347330425,17.513740798402758,6.772202916754611,,,
-32,baseline,32,875.9193549156189,59175.0,59180.0,8.449514152936208e-05,24935695.0,exact,1.0,1.0,15.987594126158756,1.0000000000000002,10.566626155685903
+32,baseline,32,875.9193549156189,59175.0,59180.0,8.449514152936208e-05,24935695.0,exact,1.0,1.0,17.593042802030894,1.0000000000000002,11.640863122484049,,,
-33,baseline,33,900.0018489360809,59088.0,59177.0,0.0015062279989168698,25210167.0,exact,1.0,1.0017435758540136,5.976698536074014,17.794276333604117,3.7206591588857045
+33,baseline,33,900.0018489360809,59088.0,59177.0,0.0015062279989168698,25210167.0,exact,1.0,1.0017435758540136,6.884821185789175,17.794276333604117,4.149329955955837,,,
-34,baseline,34,232.1541509628296,59190.0,59195.0,8.447372867038352e-05,7309410.0,exact,1.0,1.0000004582681972,7.491532555121356,1.0054550306131191,5.486824178505076
+34,baseline,34,232.1541509628296,59190.0,59195.0,8.447372867038352e-05,7309410.0,exact,1.0,1.0000337877789605,7.0924172424290814,1.6666666666666667,5.371410472817808,,,
-35,baseline,35,900.0025398731233,59183.0,59262.0,0.001334842775797104,23927493.0,exact,1.0,1.0012502534297494,9.740123405548385,15.800000000000002,5.589212880222508
+35,baseline,35,900.0025398731233,59183.0,59262.0,0.001334842775797104,23927493.0,exact,1.0,1.0012671701556084,12.033207650833896,19.75,7.544694464615838,,,
-36,baseline,36,900.0010929107666,59166.0,59254.0,0.00148734070243045,25589946.0,exact,1.0,1.001402714167413,8.189434772332733,17.599999999999998,5.231226419568548
+36,baseline,36,900.0010929107666,59166.0,59254.0,0.00148734070243045,25589946.0,exact,1.0,1.001402714167413,6.350860539510311,17.599999999999998,3.8428016019966393,,,
-37,baseline,37,622.9371509552003,59202.0,59207.0,8.445660619573664e-05,18595087.0,exact,1.0,1.0007944557133197,5.843025914211684,1.0000000000000002,3.7958181894266696
+37,baseline,37,622.9371509552003,59202.0,59207.0,8.445660619573664e-05,18595087.0,exact,1.0,1.0007944557133197,5.973803009115679,1.0000000000000002,3.967704381695003,,,
-38,baseline,38,557.924427986145,59212.0,59217.0,8.444234276835778e-05,16270407.0,exact,1.0,1.0,11.210883533380606,1.0000000000000002,7.713703594486476
+38,baseline,38,557.924427986145,59212.0,59217.0,8.444234276835778e-05,16270407.0,exact,1.0,1.0000168873277493,11.776853444610294,1.25,8.26095170688216,,,
-39,baseline,39,900.0010092258452,59143.0,59185.0,0.0007101432122144633,26304077.0,exact,1.0,1.0006593852500592,19.245967989620727,14.000000000000002,12.92696707623566
+39,baseline,39,900.0010092258452,59143.0,59185.0,0.0007101432122144633,26304077.0,exact,1.0,1.0006424670735625,19.899221771336656,10.5,13.274381840230484,,,
-40,baseline,40,900.0011250972748,59158.0,59242.995354791536,0.0014367516615088902,23949337.0,exact,1.0,1.0013521179587164,12.329886161660973,16.999070958308586,7.621973085892945
+40,baseline,40,900.0011250972748,59158.0,59242.995354791536,0.0014367516615088902,23949337.0,exact,1.0,1.0013521179587164,11.618267974647784,16.999070958308586,7.043833563281406,,,
-41,baseline,41,900.000893831253,59170.0,59257.0,0.0014703396991718775,24299427.0,exact,1.0,1.0013857203210816,9.121483372078062,17.4,5.546807599990412
+41,baseline,41,900.000893831253,59170.0,59257.0,0.0014703396991718775,24299427.0,exact,1.0,1.0013857203210816,9.82799588949917,17.4,5.913918333433118,,,
-42,baseline,42,900.0017001628876,59089.0,59228.0,0.002352383692396216,23229681.0,exact,1.0,1.002267573696145,6.27161596269632,27.799999999999997,3.0741917332088993
+42,baseline,42,900.0017001628876,59089.0,59228.0,0.002352383692396216,23229681.0,exact,1.0,1.002267573696145,5.808712131855351,27.799999999999997,2.898764108739463,,,
-43,baseline,43,127.60789799690248,59232.0,59237.0,8.44138303619665e-05,4041704.0,exact,1.0,1.0,7.154743066653622,1.0,5.706695056329854
+43,baseline,43,127.60789799690248,59232.0,59237.0,8.44138303619665e-05,4041704.0,exact,1.0,1.0000168816260382,7.326284526634964,1.25,5.803235519206498,,,
-44,baseline,44,166.38699293136597,59201.0,59206.0,8.445803280349994e-05,5151689.0,exact,1.0,1.0000337815012499,8.967006538543707,1.6666666666666667,8.06421866121506
+44,baseline,44,166.38699293136597,59201.0,59206.0,8.445803280349994e-05,5151689.0,exact,1.0,1.0000168904653324,11.73610231262945,1.25,8.75222174086627,,,
-45,baseline,45,900.0007989406586,59135.0,59247.0,0.001893971421324089,26922402.0,exact,1.0,1.0020634249471458,4.643201205090089,22.394318085736028,2.4893172787310425
+45,baseline,45,900.0007989406586,59135.0,59247.0,0.001893971421324089,26922402.0,exact,1.0,1.0020634249471458,4.661659000381325,22.394318085736028,2.560992168457917,,,
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benchmark/tsp/ChallengeA/benchmark_ml.csv

@@ -1,151 +1,151 @@
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-148,ml-heuristic,48,0.06808209419250488,13552.0,13552.0,0.0,1.0,heuristic,min,1.0,1.0,1.0,,1.0
+148,ml-heuristic,48,0.09599709510803223,13552.0,13552.0,0.0,1.0,heuristic,min,1.0,1.0,1.0,,1.0,13557.335654741728,13558.525621189392
-149,ml-heuristic,49,0.0922539234161377,13523.0,13524.0,7.394808844191378e-05,1.0,heuristic,min,0.9999260573794735,1.0,1.0,inf,1.0
+149,ml-heuristic,49,0.10335397720336914,13523.0,13524.0,7.394808844191378e-05,1.0,heuristic,min,0.9999260573794735,1.0,1.0,inf,1.0,13500.690386793842,13501.8344103424

docs/404.html

@@ -14,16 +14,14 @@
     <title>MIPLearn</title>
     
 
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/all.css">
+    <link rel="stylesheet" href="//use.fontawesome.com/releases/v5.5.0/css/all.css" integrity="sha384-B4dIYHKNBt8Bc12p+WXckhzcICo0wtJAoU8YZTY5qE0Id1GSseTk6S+L3BlXeVIU" crossorigin="anonymous">
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/v4-shims.css">
     <link rel="stylesheet" href="//cdn.jsdelivr.net/npm/hack-font@3.3.0/build/web/hack.min.css">
-    <link href='//rsms.me/inter/inter.css' rel='stylesheet' type='text/css'>
+    <link href='//fonts.googleapis.com/css?family=PT+Sans:400,400italic,700,700italic&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href='//fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,700italic,400,300,600,700&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href="/css/bootstrap-custom.min.css" rel="stylesheet">
     <link href="/css/base.min.css" rel="stylesheet">
     <link href="/css/cinder.min.css" rel="stylesheet">
-
+    <link href="/css/highlight.min.css" rel="stylesheet">
-    
     <link href="/css/custom.css" rel="stylesheet">
 
     <!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
@@ -32,6 +30,15 @@
             <script src="https://cdn.jsdelivr.net/npm/respond.js@1.4.2/dest/respond.min.js"></script>
         <![endif]-->
 
+    <script src="//ajax.googleapis.com/ajax/libs/webfont/1.6.26/webfont.js"></script>
+    <script>
+    WebFont.load({
+        google: {
+            families: ['Open Sans', 'PT Sans']
+        }
+    });
+    </script>
+
     
 
      
@@ -133,17 +140,17 @@
         
         <hr>
         <p>
-        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.</small><br>
+        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.<br></small>
         
-        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</small>
+        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</p></small>
-        </p>
 
         
         
     </footer>
     <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
     <script src="/js/bootstrap-3.0.3.min.js"></script>
-    
+    <script src="/js/highlight.pack.js"></script>
+    <script>hljs.initHighlightingOnLoad();</script>
     <script>var base_url = "/"</script>
     
     <script src="/js/base.js"></script>
@@ -155,11 +162,8 @@
     <div class="modal-dialog modal-lg">
         <div class="modal-content">
             <div class="modal-header">
-                <button type="button" class="close" data-dismiss="modal">
-                    <span aria-hidden="true">&times;</span>
-                    <span class="sr-only">Close</span>
-                </button>
                 <h4 class="modal-title" id="searchModalLabel">Search</h4>
+                <button type="button" class="close" data-dismiss="modal"><span aria-hidden="true">&times;</span><span class="sr-only">Close</span></button>
             </div>
             <div class="modal-body">
                 <p>

docs/about/index.html

@@ -14,16 +14,14 @@
     <title>About - MIPLearn</title>
     
 
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/all.css">
+    <link rel="stylesheet" href="//use.fontawesome.com/releases/v5.5.0/css/all.css" integrity="sha384-B4dIYHKNBt8Bc12p+WXckhzcICo0wtJAoU8YZTY5qE0Id1GSseTk6S+L3BlXeVIU" crossorigin="anonymous">
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/v4-shims.css">
     <link rel="stylesheet" href="//cdn.jsdelivr.net/npm/hack-font@3.3.0/build/web/hack.min.css">
-    <link href='//rsms.me/inter/inter.css' rel='stylesheet' type='text/css'>
+    <link href='//fonts.googleapis.com/css?family=PT+Sans:400,400italic,700,700italic&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href='//fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,700italic,400,300,600,700&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href="../css/bootstrap-custom.min.css" rel="stylesheet">
     <link href="../css/base.min.css" rel="stylesheet">
     <link href="../css/cinder.min.css" rel="stylesheet">
-
+    <link href="../css/highlight.min.css" rel="stylesheet">
-    
     <link href="../css/custom.css" rel="stylesheet">
 
     <!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
@@ -32,6 +30,15 @@
             <script src="https://cdn.jsdelivr.net/npm/respond.js@1.4.2/dest/respond.min.js"></script>
         <![endif]-->
 
+    <script src="//ajax.googleapis.com/ajax/libs/webfont/1.6.26/webfont.js"></script>
+    <script>
+    WebFont.load({
+        google: {
+            families: ['Open Sans', 'PT Sans']
+        }
+    });
+    </script>
+
     
 
      
@@ -191,17 +198,17 @@ POSSIBILITY OF SUCH DAMAGE.
         
         <hr>
         <p>
-        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.</small><br>
+        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.<br></small>
         
-        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</small>
+        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</p></small>
-        </p>
 
         
         
     </footer>
     <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
     <script src="../js/bootstrap-3.0.3.min.js"></script>
-    
+    <script src="../js/highlight.pack.js"></script>
+    <script>hljs.initHighlightingOnLoad();</script>
     <script>var base_url = ".."</script>
     
     <script src="../js/base.js"></script>
@@ -213,11 +220,8 @@ POSSIBILITY OF SUCH DAMAGE.
     <div class="modal-dialog modal-lg">
         <div class="modal-content">
             <div class="modal-header">
-                <button type="button" class="close" data-dismiss="modal">
-                    <span aria-hidden="true">&times;</span>
-                    <span class="sr-only">Close</span>
-                </button>
                 <h4 class="modal-title" id="searchModalLabel">Search</h4>
+                <button type="button" class="close" data-dismiss="modal"><span aria-hidden="true">&times;</span><span class="sr-only">Close</span></button>
             </div>
             <div class="modal-body">
                 <p>

docs/benchmark/index.html

@@ -14,16 +14,14 @@
     <title>Benchmark - MIPLearn</title>
     
 
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/all.css">
+    <link rel="stylesheet" href="//use.fontawesome.com/releases/v5.5.0/css/all.css" integrity="sha384-B4dIYHKNBt8Bc12p+WXckhzcICo0wtJAoU8YZTY5qE0Id1GSseTk6S+L3BlXeVIU" crossorigin="anonymous">
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/v4-shims.css">
     <link rel="stylesheet" href="//cdn.jsdelivr.net/npm/hack-font@3.3.0/build/web/hack.min.css">
-    <link href='//rsms.me/inter/inter.css' rel='stylesheet' type='text/css'>
+    <link href='//fonts.googleapis.com/css?family=PT+Sans:400,400italic,700,700italic&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href='//fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,700italic,400,300,600,700&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href="../css/bootstrap-custom.min.css" rel="stylesheet">
     <link href="../css/base.min.css" rel="stylesheet">
     <link href="../css/cinder.min.css" rel="stylesheet">
-
+    <link href="../css/highlight.min.css" rel="stylesheet">
-    
     <link href="../css/custom.css" rel="stylesheet">
 
     <!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
@@ -32,6 +30,15 @@
             <script src="https://cdn.jsdelivr.net/npm/respond.js@1.4.2/dest/respond.min.js"></script>
         <![endif]-->
 
+    <script src="//ajax.googleapis.com/ajax/libs/webfont/1.6.26/webfont.js"></script>
+    <script>
+    WebFont.load({
+        google: {
+            families: ['Open Sans', 'PT Sans']
+        }
+    });
+    </script>
+
     
 
      
@@ -200,17 +207,17 @@ benchmark.parallel_solve(test_instances)
         
         <hr>
         <p>
-        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.</small><br>
+        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.<br></small>
         
-        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</small>
+        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</p></small>
-        </p>
 
         
         
     </footer>
     <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
     <script src="../js/bootstrap-3.0.3.min.js"></script>
-    
+    <script src="../js/highlight.pack.js"></script>
+    <script>hljs.initHighlightingOnLoad();</script>
     <script>var base_url = ".."</script>
     
     <script src="../js/base.js"></script>
@@ -222,11 +229,8 @@ benchmark.parallel_solve(test_instances)
     <div class="modal-dialog modal-lg">
         <div class="modal-content">
             <div class="modal-header">
-                <button type="button" class="close" data-dismiss="modal">
-                    <span aria-hidden="true">&times;</span>
-                    <span class="sr-only">Close</span>
-                </button>
                 <h4 class="modal-title" id="searchModalLabel">Search</h4>
+                <button type="button" class="close" data-dismiss="modal"><span aria-hidden="true">&times;</span><span class="sr-only">Close</span></button>
             </div>
             <div class="modal-body">
                 <p>

docs/css/cinder.css

@@ -10,28 +10,23 @@ body {
     color: #343838;
 }
 h1, h2, h3, h4, h5, h6 {
-    font-family:'Inter', 'Helvetica Neue', Helvetica, Arial, sans-serif;
+    font-family:'PT Sans', 'Helvetica Neue', Helvetica, Arial, sans-serif;
     color: #222;
 }
 h1 small, h2 small, h3 small, h4 small, h5 small, h6 small, .h1 small, .h2 small, .h3 small, .h4 small, .h5 small, .h6 small, h1 .small, h2 .small, h3 .small, h4 .small, h5 .small, h6 .small, .h1 .small, .h2 .small, .h3 .small, .h4 .small, .h5 .small, .h6 .small {
     color: #B1B7B9;
 }
-
-h2 {
-    margin-top: 35px;
-}
-
 h1, h2 {
     font-weight: 700;
 }
 h4 {
-    font-family: 'Inter', 'Helvetica Neue', Helvetica, Arial, sans-serif;
+    font-family: 'Open Sans', 'Helvetica Neue', Helvetica, Arial, sans-serif;
     font-weight: 300;
     margin-top: 20px;
     font-style: italic;
 }
 h5 {
-    font-family: 'Inter', 'Helvetica Neue', Helvetica, Arial, sans-serif;
+    font-family: 'Open Sans', 'Helvetica Neue', Helvetica, Arial, sans-serif;
     font-weight: 300;
     font-variant: small-caps;
 }
@@ -46,7 +41,7 @@ pre {
     margin-bottom: 25px;
 }
 .lead {
-    font-family:"Inter", "Helvetica Neue", Helvetica, Arial, sans-serif;
+    font-family:"Open Sans", "Helvetica Neue", Helvetica, Arial, sans-serif;
     font-weight: 400;
     line-height: 1.4;
     letter-spacing: 0.0312em;
@@ -59,8 +54,7 @@ pre {
 .bs-sidenav {
     background-image: url("../img/grid11.png");
     background-repeat: repeat;
-    font-family: Inter,"Helvetica Neue",Helvetica,Arial,sans-serif;
+    font-size: 12px;
-    font-size: 13px;
 }
 .well {
     background-color: #FCFDFF;
@@ -77,7 +71,7 @@ pre {
     box-shadow: none;
 }
 #mkdocs-search-query {
-    font-family:"Inter", "Helvetica Neue", Helvetica, Arial, sans-serif;
+    font-family:"Open Sans", "Helvetica Neue", Helvetica, Arial, sans-serif;
     font-size: 20px;
     font-weight: 700;
     color: #343838;

docs/css/cinder.min.css

@@ -1 +1 @@
-body{font-family:"Open Sans","Helvetica Neue",Helvetica,Arial,sans-serif;font-size:16px;line-height:1.7;background-color:#FFF;color:#343838}h1,h2,h3,h4,h5,h6{font-family:'Inter','Helvetica Neue',Helvetica,Arial,sans-serif;color:#222}h1 small,h2 small,h3 small,h4 small,h5 small,h6 small,.h1 small,.h2 small,.h3 small,.h4 small,.h5 small,.h6 small,h1 .small,h2 .small,h3 .small,h4 .small,h5 .small,h6 .small,.h1 .small,.h2 .small,.h3 .small,.h4 .small,.h5 .small,.h6 .small{color:#b1b7b9}h2{margin-top:35px}h1,h2{font-weight:700}h4{font-family:'Inter','Helvetica Neue',Helvetica,Arial,sans-serif;font-weight:300;margin-top:20px;font-style:italic}h5{font-family:'Inter','Helvetica Neue',Helvetica,Arial,sans-serif;font-weight:300;font-variant:small-caps}pre,code{background-color:#fcfdff}pre>code{font-size:13px}pre{margin-top:25px;margin-bottom:25px}.lead{font-family:"Inter","Helvetica Neue",Helvetica,Arial,sans-serif;font-weight:400;line-height:1.4;letter-spacing:.0312em;color:#b1b7b9}.navbar-default{background-color:#343838;border-bottom:8px #ebf2f2 solid}.bs-sidenav{background-image:url("../img/grid11.png");background-repeat:repeat;font-family:Inter,"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:13px}.well{background-color:#fcfdff}.btn-default{background-color:#fcfdff}.table-striped>tbody>tr:nth-child(2n+1)>td,.table-striped>tbody>tr:nth-child(2n+1)>th{background-color:#fcfdff}#mkdocs-search-query:focus{outline:0;-webkit-box-shadow:none;box-shadow:none}#mkdocs-search-query{font-family:"Inter","Helvetica Neue",Helvetica,Arial,sans-serif;font-size:20px;font-weight:700;color:#343838;height:45px}footer>hr{width:35%}
+body{font-family:"Open Sans","Helvetica Neue",Helvetica,Arial,sans-serif;font-size:16px;line-height:1.7;background-color:#FFF;color:#343838}h1,h2,h3,h4,h5,h6{font-family:'PT Sans','Helvetica Neue',Helvetica,Arial,sans-serif;color:#222}h1 small,h2 small,h3 small,h4 small,h5 small,h6 small,.h1 small,.h2 small,.h3 small,.h4 small,.h5 small,.h6 small,h1 .small,h2 .small,h3 .small,h4 .small,h5 .small,h6 .small,.h1 .small,.h2 .small,.h3 .small,.h4 .small,.h5 .small,.h6 .small{color:#b1b7b9}h1,h2{font-weight:700}h4{font-family:'Open Sans','Helvetica Neue',Helvetica,Arial,sans-serif;font-weight:300;margin-top:20px;font-style:italic}h5{font-family:'Open Sans','Helvetica Neue',Helvetica,Arial,sans-serif;font-weight:300;font-variant:small-caps}pre,code{background-color:#fcfdff}pre>code{font-size:13px}pre{margin-top:25px;margin-bottom:25px}.lead{font-family:"Open Sans","Helvetica Neue",Helvetica,Arial,sans-serif;font-weight:400;line-height:1.4;letter-spacing:.0312em;color:#b1b7b9}.navbar-default{background-color:#343838;border-bottom:8px #ebf2f2 solid}.bs-sidenav{background-image:url("../img/grid11.png");background-repeat:repeat;font-size:12px}.well{background-color:#fcfdff}.btn-default{background-color:#fcfdff}.table-striped>tbody>tr:nth-child(2n+1)>td,.table-striped>tbody>tr:nth-child(2n+1)>th{background-color:#fcfdff}#mkdocs-search-query:focus{outline:0;-webkit-box-shadow:none;box-shadow:none}#mkdocs-search-query{font-family:"Open Sans","Helvetica Neue",Helvetica,Arial,sans-serif;font-size:20px;font-weight:700;color:#343838;height:45px}footer>hr{width:35%}

docs/customization/index.html

@@ -14,16 +14,14 @@
     <title>Customization - MIPLearn</title>
     
 
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/all.css">
+    <link rel="stylesheet" href="//use.fontawesome.com/releases/v5.5.0/css/all.css" integrity="sha384-B4dIYHKNBt8Bc12p+WXckhzcICo0wtJAoU8YZTY5qE0Id1GSseTk6S+L3BlXeVIU" crossorigin="anonymous">
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/v4-shims.css">
     <link rel="stylesheet" href="//cdn.jsdelivr.net/npm/hack-font@3.3.0/build/web/hack.min.css">
-    <link href='//rsms.me/inter/inter.css' rel='stylesheet' type='text/css'>
+    <link href='//fonts.googleapis.com/css?family=PT+Sans:400,400italic,700,700italic&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href='//fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,700italic,400,300,600,700&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href="../css/bootstrap-custom.min.css" rel="stylesheet">
     <link href="../css/base.min.css" rel="stylesheet">
     <link href="../css/cinder.min.css" rel="stylesheet">
-
+    <link href="../css/highlight.min.css" rel="stylesheet">
-    
     <link href="../css/custom.css" rel="stylesheet">
 
     <!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
@@ -32,6 +30,15 @@
             <script src="https://cdn.jsdelivr.net/npm/respond.js@1.4.2/dest/respond.min.js"></script>
         <![endif]-->
 
+    <script src="//ajax.googleapis.com/ajax/libs/webfont/1.6.26/webfont.js"></script>
+    <script>
+    WebFont.load({
+        google: {
+            families: ['Open Sans', 'PT Sans']
+        }
+    });
+    </script>
+
     
 
      
@@ -153,17 +160,17 @@ solver = LearningSolver(solver=&quot;cplex&quot;,
         
         <hr>
         <p>
-        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.</small><br>
+        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.<br></small>
         
-        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</small>
+        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</p></small>
-        </p>
 
         
         
     </footer>
     <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
     <script src="../js/bootstrap-3.0.3.min.js"></script>
-    
+    <script src="../js/highlight.pack.js"></script>
+    <script>hljs.initHighlightingOnLoad();</script>
     <script>var base_url = ".."</script>
     
     <script src="../js/base.js"></script>
@@ -175,11 +182,8 @@ solver = LearningSolver(solver=&quot;cplex&quot;,
     <div class="modal-dialog modal-lg">
         <div class="modal-content">
             <div class="modal-header">
-                <button type="button" class="close" data-dismiss="modal">
-                    <span aria-hidden="true">&times;</span>
-                    <span class="sr-only">Close</span>
-                </button>
                 <h4 class="modal-title" id="searchModalLabel">Search</h4>
+                <button type="button" class="close" data-dismiss="modal"><span aria-hidden="true">&times;</span><span class="sr-only">Close</span></button>
             </div>
             <div class="modal-body">
                 <p>

docs/index.html

@@ -14,16 +14,14 @@
     <title>Home - MIPLearn</title>
     
 
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/all.css">
+    <link rel="stylesheet" href="//use.fontawesome.com/releases/v5.5.0/css/all.css" integrity="sha384-B4dIYHKNBt8Bc12p+WXckhzcICo0wtJAoU8YZTY5qE0Id1GSseTk6S+L3BlXeVIU" crossorigin="anonymous">
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/v4-shims.css">
     <link rel="stylesheet" href="//cdn.jsdelivr.net/npm/hack-font@3.3.0/build/web/hack.min.css">
-    <link href='//rsms.me/inter/inter.css' rel='stylesheet' type='text/css'>
+    <link href='//fonts.googleapis.com/css?family=PT+Sans:400,400italic,700,700italic&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href='//fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,700italic,400,300,600,700&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href="css/bootstrap-custom.min.css" rel="stylesheet">
     <link href="css/base.min.css" rel="stylesheet">
     <link href="css/cinder.min.css" rel="stylesheet">
-
+    <link href="css/highlight.min.css" rel="stylesheet">
-    
     <link href="css/custom.css" rel="stylesheet">
 
     <!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
@@ -32,6 +30,15 @@
             <script src="https://cdn.jsdelivr.net/npm/respond.js@1.4.2/dest/respond.min.js"></script>
         <![endif]-->
 
+    <script src="//ajax.googleapis.com/ajax/libs/webfont/1.6.26/webfont.js"></script>
+    <script>
+    WebFont.load({
+        google: {
+            families: ['Open Sans', 'PT Sans']
+        }
+    });
+    </script>
+
     
 
      
@@ -179,17 +186,17 @@
         
         <hr>
         <p>
-        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.</small><br>
+        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.<br></small>
         
-        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</small>
+        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</p></small>
-        </p>
 
         
         
     </footer>
     <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
     <script src="js/bootstrap-3.0.3.min.js"></script>
-    
+    <script src="js/highlight.pack.js"></script>
+    <script>hljs.initHighlightingOnLoad();</script>
     <script>var base_url = "."</script>
     
     <script src="js/base.js"></script>
@@ -201,11 +208,8 @@
     <div class="modal-dialog modal-lg">
         <div class="modal-content">
             <div class="modal-header">
-                <button type="button" class="close" data-dismiss="modal">
-                    <span aria-hidden="true">&times;</span>
-                    <span class="sr-only">Close</span>
-                </button>
                 <h4 class="modal-title" id="searchModalLabel">Search</h4>
+                <button type="button" class="close" data-dismiss="modal"><span aria-hidden="true">&times;</span><span class="sr-only">Close</span></button>
             </div>
             <div class="modal-body">
                 <p>
@@ -268,6 +272,6 @@
 </html>
 
 <!--
-MkDocs version : 1.1
+MkDocs version : 1.0.4
-Build Date UTC : 2020-02-26 19:28:44
+Build Date UTC : 2020-02-26 21:46:02
 -->

docs/js/base.js

@@ -1,78 +1,88 @@
-function getSearchTerm() {
+function getSearchTerm()
+{
     var sPageURL = window.location.search.substring(1);
     var sURLVariables = sPageURL.split('&');
-    for (var i = 0; i < sURLVariables.length; i++) {
+    for (var i = 0; i < sURLVariables.length; i++)
+    {
         var sParameterName = sURLVariables[i].split('=');
-        if (sParameterName[0] == 'q') {
+        if (sParameterName[0] == 'q')
+        {
             return sParameterName[1];
         }
     }
 }
 
 $(document).ready(function() {
+    /**
+     * ------------------------------------------------------------------------
+     * Cinder theme specific
+     * ------------------------------------------------------------------------
+     */
+    hljs.initHighlightingOnLoad();
+
+
     /**
      * ------------------------------------------------------------------------
      * Taken from themes/mkdocs/js/base.js
      * ------------------------------------------------------------------------
      */
     var search_term = getSearchTerm(),
-        $search_modal = $('#mkdocs_search_modal'),
+    $search_modal = $('#mkdocs_search_modal'),
-        $keyboard_modal = $('#mkdocs_keyboard_modal');
+    $keyboard_modal = $('#mkdocs_keyboard_modal');
 
-    if (search_term) {
+    if(search_term){
         $search_modal.modal();
     }
 
     // make sure search input gets autofocus everytime modal opens.
-    $search_modal.on('shown.bs.modal', function() {
+    $search_modal.on('shown.bs.modal', function () {
         $search_modal.find('#mkdocs-search-query').focus();
     });
 
     // Close search modal when result is selected
     // The links get added later so listen to parent
     $('#mkdocs-search-results').click(function(e) {
-        if ($(e.target).is('a')) {
+      if ($(e.target).is('a')) {
-            $search_modal.modal('hide');
+        $search_modal.modal('hide');
-        }
+      }
     });
 
     if (typeof shortcuts !== 'undefined') {
-        // Populate keyboard modal with proper Keys
+      // Populate keyboard modal with proper Keys
-        $keyboard_modal.find('.help.shortcut kbd')[0].innerHTML = keyCodes[shortcuts.help];
+      $keyboard_modal.find('.help.shortcut kbd')[0].innerHTML = keyCodes[shortcuts.help];
-        $keyboard_modal.find('.prev.shortcut kbd')[0].innerHTML = keyCodes[shortcuts.previous];
+      $keyboard_modal.find('.prev.shortcut kbd')[0].innerHTML = keyCodes[shortcuts.previous];
-        $keyboard_modal.find('.next.shortcut kbd')[0].innerHTML = keyCodes[shortcuts.next];
+      $keyboard_modal.find('.next.shortcut kbd')[0].innerHTML = keyCodes[shortcuts.next];
-        $keyboard_modal.find('.search.shortcut kbd')[0].innerHTML = keyCodes[shortcuts.search];
+      $keyboard_modal.find('.search.shortcut kbd')[0].innerHTML = keyCodes[shortcuts.search];
 
-        // Keyboard navigation
+      // Keyboard navigation
-        document.addEventListener("keydown", function(e) {
+      document.addEventListener("keydown", function(e) {
-            if ($(e.target).is(':input')) return true;
+          if ($(e.target).is(':input')) return true;
-            var key = e.which || e.key || window.event && window.event.key;
+          var key = e.which || e.key || window.event && window.event.key;
-            var page;
+          var page;
-            switch (key) {
+          switch (key) {
-                case shortcuts.next:
+              case shortcuts.next:
-                    page = $('.navbar a[rel="next"]:first').prop('href');
+                  page = $('.navbar a[rel="next"]:first').prop('href');
-                    break;
+                  break;
-                case shortcuts.previous:
+              case shortcuts.previous:
-                    page = $('.navbar a[rel="prev"]:first').prop('href');
+                  page = $('.navbar a[rel="prev"]:first').prop('href');
-                    break;
+                  break;
-                case shortcuts.search:
+              case shortcuts.search:
-                    e.preventDefault();
+                  e.preventDefault();
-                    $keyboard_modal.modal('hide');
+                  $keyboard_modal.modal('hide');
-                    $search_modal.modal('show');
+                  $search_modal.modal('show');
-                    $search_modal.find('#mkdocs-search-query').focus();
+                  $search_modal.find('#mkdocs-search-query').focus();
-                    break;
+                  break;
-                case shortcuts.help:
+              case shortcuts.help:
-                    $search_modal.modal('hide');
+                  $search_modal.modal('hide');
-                    $keyboard_modal.modal('show');
+                  $keyboard_modal.modal('show');
-                    break;
+                  break;
-                default:
+              default: break;
-                    break;
+          }
-            }
+          if (page) {
-            if (page) {
+              $keyboard_modal.modal('hide');
-                $keyboard_modal.modal('hide');
+              window.location.href = page;
-                window.location.href = page;
+          }
-            }
+      });
-        });
     }
 
     $('table').addClass('table table-striped table-hover');
@@ -111,115 +121,115 @@ $("li.disabled a").click(function() {
 // See https://www.cambiaresearch.com/articles/15/javascript-char-codes-key-codes
 // We only list common keys below. Obscure keys are omited and their use is discouraged.
 var keyCodes = {
-    8: 'backspace',
+  8: 'backspace',
-    9: 'tab',
+  9: 'tab',
-    13: 'enter',
+  13: 'enter',
-    16: 'shift',
+  16: 'shift',
-    17: 'ctrl',
+  17: 'ctrl',
-    18: 'alt',
+  18: 'alt',
-    19: 'pause/break',
+  19: 'pause/break',
-    20: 'caps lock',
+  20: 'caps lock',
-    27: 'escape',
+  27: 'escape',
-    32: 'spacebar',
+  32: 'spacebar',
-    33: 'page up',
+  33: 'page up',
-    34: 'page down',
+  34: 'page down',
-    35: 'end',
+  35: 'end',
-    36: 'home',
+  36: 'home',
-    37: '&larr;',
+  37: '&larr;',
-    38: '&uarr;',
+  38: '&uarr;',
-    39: '&rarr;',
+  39: '&rarr;',
-    40: '&darr;',
+  40: '&darr;',
-    45: 'insert',
+  45: 'insert',
-    46: 'delete',
+  46: 'delete',
-    48: '0',
+  48: '0',
-    49: '1',
+  49: '1',
-    50: '2',
+  50: '2',
-    51: '3',
+  51: '3',
-    52: '4',
+  52: '4',
-    53: '5',
+  53: '5',
-    54: '6',
+  54: '6',
-    55: '7',
+  55: '7',
-    56: '8',
+  56: '8',
-    57: '9',
+  57: '9',
-    65: 'a',
+  65: 'a',
-    66: 'b',
+  66: 'b',
-    67: 'c',
+  67: 'c',
-    68: 'd',
+  68: 'd',
-    69: 'e',
+  69: 'e',
-    70: 'f',
+  70: 'f',
-    71: 'g',
+  71: 'g',
-    72: 'h',
+  72: 'h',
-    73: 'i',
+  73: 'i',
-    74: 'j',
+  74: 'j',
-    75: 'k',
+  75: 'k',
-    76: 'l',
+  76: 'l',
-    77: 'm',
+  77: 'm',
-    78: 'n',
+  78: 'n',
-    79: 'o',
+  79: 'o',
-    80: 'p',
+  80: 'p',
-    81: 'q',
+  81: 'q',
-    82: 'r',
+  82: 'r',
-    83: 's',
+  83: 's',
-    84: 't',
+  84: 't',
-    85: 'u',
+  85: 'u',
-    86: 'v',
+  86: 'v',
-    87: 'w',
+  87: 'w',
-    88: 'x',
+  88: 'x',
-    89: 'y',
+  89: 'y',
-    90: 'z',
+  90: 'z',
-    91: 'Left Windows Key / Left ⌘',
+  91: 'Left Windows Key / Left ⌘',
-    92: 'Right Windows Key',
+  92: 'Right Windows Key',
-    93: 'Windows Menu / Right ⌘',
+  93: 'Windows Menu / Right ⌘',
-    96: 'numpad 0',
+  96: 'numpad 0',
-    97: 'numpad 1',
+  97: 'numpad 1',
-    98: 'numpad 2',
+  98: 'numpad 2',
-    99: 'numpad 3',
+  99: 'numpad 3',
-    100: 'numpad 4',
+  100: 'numpad 4',
-    101: 'numpad 5',
+  101: 'numpad 5',
-    102: 'numpad 6',
+  102: 'numpad 6',
-    103: 'numpad 7',
+  103: 'numpad 7',
-    104: 'numpad 8',
+  104: 'numpad 8',
-    105: 'numpad 9',
+  105: 'numpad 9',
-    106: 'multiply',
+  106: 'multiply',
-    107: 'add',
+  107: 'add',
-    109: 'subtract',
+  109: 'subtract',
-    110: 'decimal point',
+  110: 'decimal point',
-    111: 'divide',
+  111: 'divide',
-    112: 'f1',
+  112: 'f1',
-    113: 'f2',
+  113: 'f2',
-    114: 'f3',
+  114: 'f3',
-    115: 'f4',
+  115: 'f4',
-    116: 'f5',
+  116: 'f5',
-    117: 'f6',
+  117: 'f6',
-    118: 'f7',
+  118: 'f7',
-    119: 'f8',
+  119: 'f8',
-    120: 'f9',
+  120: 'f9',
-    121: 'f10',
+  121: 'f10',
-    122: 'f11',
+  122: 'f11',
-    123: 'f12',
+  123: 'f12',
-    124: 'f13',
+  124: 'f13',
-    125: 'f14',
+  125: 'f14',
-    126: 'f15',
+  126: 'f15',
-    127: 'f16',
+  127: 'f16',
-    128: 'f17',
+  128: 'f17',
-    129: 'f18',
+  129: 'f18',
-    130: 'f19',
+  130: 'f19',
-    131: 'f20',
+  131: 'f20',
-    132: 'f21',
+  132: 'f21',
-    133: 'f22',
+  133: 'f22',
-    134: 'f23',
+  134: 'f23',
-    135: 'f24',
+  135: 'f24',
-    144: 'num lock',
+  144: 'num lock',
-    145: 'scroll lock',
+  145: 'scroll lock',
-    186: '&semi;',
+  186: '&semi;',
-    187: '&equals;',
+  187: '&equals;',
-    188: '&comma;',
+  188: '&comma;',
-    189: '&hyphen;',
+  189: '&hyphen;',
-    190: '&period;',
+  190: '&period;',
-    191: '&quest;',
+  191: '&quest;',
-    192: '&grave;',
+  192: '&grave;',
-    219: '&lsqb;',
+  219: '&lsqb;',
-    220: '&bsol;',
+  220: '&bsol;',
-    221: '&rsqb;',
+  221: '&rsqb;',
-    222: '&apos;',
+  222: '&apos;',
-};
+};

docs/problems/index.html

@@ -14,16 +14,14 @@
     <title>Problems - MIPLearn</title>
     
 
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/all.css">
+    <link rel="stylesheet" href="//use.fontawesome.com/releases/v5.5.0/css/all.css" integrity="sha384-B4dIYHKNBt8Bc12p+WXckhzcICo0wtJAoU8YZTY5qE0Id1GSseTk6S+L3BlXeVIU" crossorigin="anonymous">
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/v4-shims.css">
     <link rel="stylesheet" href="//cdn.jsdelivr.net/npm/hack-font@3.3.0/build/web/hack.min.css">
-    <link href='//rsms.me/inter/inter.css' rel='stylesheet' type='text/css'>
+    <link href='//fonts.googleapis.com/css?family=PT+Sans:400,400italic,700,700italic&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href='//fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,700italic,400,300,600,700&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href="../css/bootstrap-custom.min.css" rel="stylesheet">
     <link href="../css/base.min.css" rel="stylesheet">
     <link href="../css/cinder.min.css" rel="stylesheet">
-
+    <link href="../css/highlight.min.css" rel="stylesheet">
-    
     <link href="../css/custom.css" rel="stylesheet">
 
     <!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
@@ -32,6 +30,15 @@
             <script src="https://cdn.jsdelivr.net/npm/respond.js@1.4.2/dest/respond.min.js"></script>
         <![endif]-->
 
+    <script src="//ajax.googleapis.com/ajax/libs/webfont/1.6.26/webfont.js"></script>
+    <script>
+    WebFont.load({
+        google: {
+            families: ['Open Sans', 'PT Sans']
+        }
+    });
+    </script>
+
     
 
      
@@ -291,17 +298,17 @@ from the provided probability distributions <code>K</code> and <code>u</code>.</
         
         <hr>
         <p>
-        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.</small><br>
+        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.<br></small>
         
-        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</small>
+        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</p></small>
-        </p>
 
         
         
     </footer>
     <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
     <script src="../js/bootstrap-3.0.3.min.js"></script>
-    
+    <script src="../js/highlight.pack.js"></script>
+    <script>hljs.initHighlightingOnLoad();</script>
     <script>var base_url = ".."</script>
     
     <script src="../js/base.js"></script>
@@ -313,11 +320,8 @@ from the provided probability distributions <code>K</code> and <code>u</code>.</
     <div class="modal-dialog modal-lg">
         <div class="modal-content">
             <div class="modal-header">
-                <button type="button" class="close" data-dismiss="modal">
-                    <span aria-hidden="true">&times;</span>
-                    <span class="sr-only">Close</span>
-                </button>
                 <h4 class="modal-title" id="searchModalLabel">Search</h4>
+                <button type="button" class="close" data-dismiss="modal"><span aria-hidden="true">&times;</span><span class="sr-only">Close</span></button>
             </div>
             <div class="modal-body">
                 <p>

docs/sitemap.xml

@@ -1,25 +1,31 @@
 <?xml version="1.0" encoding="UTF-8"?>
-<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"><url>
+<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
+    <url>
      <loc>None</loc>
      <lastmod>2020-02-26</lastmod>
      <changefreq>daily</changefreq>
-    </url><url>
+    </url>
+    <url>
      <loc>None</loc>
      <lastmod>2020-02-26</lastmod>
      <changefreq>daily</changefreq>
-    </url><url>
+    </url>
+    <url>
      <loc>None</loc>
      <lastmod>2020-02-26</lastmod>
      <changefreq>daily</changefreq>
-    </url><url>
+    </url>
+    <url>
      <loc>None</loc>
      <lastmod>2020-02-26</lastmod>
      <changefreq>daily</changefreq>
-    </url><url>
+    </url>
+    <url>
      <loc>None</loc>
      <lastmod>2020-02-26</lastmod>
      <changefreq>daily</changefreq>
-    </url><url>
+    </url>
+    <url>
      <loc>None</loc>
      <lastmod>2020-02-26</lastmod>
      <changefreq>daily</changefreq>

docs/usage/index.html

@@ -14,16 +14,14 @@
     <title>Usage - MIPLearn</title>
     
 
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/all.css">
+    <link rel="stylesheet" href="//use.fontawesome.com/releases/v5.5.0/css/all.css" integrity="sha384-B4dIYHKNBt8Bc12p+WXckhzcICo0wtJAoU8YZTY5qE0Id1GSseTk6S+L3BlXeVIU" crossorigin="anonymous">
-    <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.12.0/css/v4-shims.css">
     <link rel="stylesheet" href="//cdn.jsdelivr.net/npm/hack-font@3.3.0/build/web/hack.min.css">
-    <link href='//rsms.me/inter/inter.css' rel='stylesheet' type='text/css'>
+    <link href='//fonts.googleapis.com/css?family=PT+Sans:400,400italic,700,700italic&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href='//fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,700italic,400,300,600,700&subset=latin-ext,latin' rel='stylesheet' type='text/css'>
     <link href="../css/bootstrap-custom.min.css" rel="stylesheet">
     <link href="../css/base.min.css" rel="stylesheet">
     <link href="../css/cinder.min.css" rel="stylesheet">
-
+    <link href="../css/highlight.min.css" rel="stylesheet">
-    
     <link href="../css/custom.css" rel="stylesheet">
 
     <!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
@@ -32,6 +30,15 @@
             <script src="https://cdn.jsdelivr.net/npm/respond.js@1.4.2/dest/respond.min.js"></script>
         <![endif]-->
 
+    <script src="//ajax.googleapis.com/ajax/libs/webfont/1.6.26/webfont.js"></script>
+    <script>
+    WebFont.load({
+        google: {
+            families: ['Open Sans', 'PT Sans']
+        }
+    });
+    </script>
+
     
 
      
@@ -236,17 +243,17 @@ solver.solve(test_instance)
         
         <hr>
         <p>
-        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.</small><br>
+        <small>Copyright © 2020, UChicago Argonne, LLC. All Rights Reserved.<br></small>
         
-        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</small>
+        <small>Documentation built with <a href="http://www.mkdocs.org/">MkDocs</a>.</p></small>
-        </p>
 
         
         
     </footer>
     <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
     <script src="../js/bootstrap-3.0.3.min.js"></script>
-    
+    <script src="../js/highlight.pack.js"></script>
+    <script>hljs.initHighlightingOnLoad();</script>
     <script>var base_url = ".."</script>
     
     <script src="../js/base.js"></script>
@@ -258,11 +265,8 @@ solver.solve(test_instance)
     <div class="modal-dialog modal-lg">
         <div class="modal-content">
             <div class="modal-header">
-                <button type="button" class="close" data-dismiss="modal">
-                    <span aria-hidden="true">&times;</span>
-                    <span class="sr-only">Close</span>
-                </button>
                 <h4 class="modal-title" id="searchModalLabel">Search</h4>
+                <button type="button" class="close" data-dismiss="modal"><span aria-hidden="true">&times;</span><span class="sr-only">Close</span></button>
             </div>
             <div class="modal-body">
                 <p>