├── .devcontainer.json ├── .gitignore ├── ChangeLog.rst ├── LICENSE.txt ├── README.rst ├── _sources ├── Advanced │ ├── DictionariesRevisited.rst │ ├── Figures │ │ ├── 8by8image.png │ │ ├── OctTreeIndex.png │ │ ├── addskiplist.png │ │ ├── addskiplist2.png │ │ ├── array.png │ │ ├── bubbles.png │ │ ├── colorcube.png │ │ ├── datanode.png │ │ ├── dfa.png │ │ ├── gcd-call.png │ │ ├── headernode.png │ │ ├── initskiplist.png │ │ ├── insertArray.png │ │ ├── kmp.png │ │ ├── mappic.png │ │ ├── oTreeQuant.jpg │ │ ├── oTreeQuant.png │ │ ├── otMerge.png │ │ ├── quantizeCube.png │ │ ├── searchskiplist.png │ │ ├── simpleQuant.jpg │ │ ├── simpleQuant.png │ │ ├── simplematch.png │ │ ├── simplematch2.png │ │ ├── steptable.png │ │ ├── steptable2.png │ │ ├── vocabskiplist1.png │ │ ├── vocabskiplist2.png │ │ └── vocabskiplist3.png │ ├── GraphsRevisited.rst │ ├── Objectives.rst │ ├── PythonListsRevisited.rst │ ├── RecursionRevisited.rst │ ├── TreesRevisited.rst │ ├── exercises.rst │ ├── keyterms.rst │ ├── summary.rst │ └── toctree.rst ├── AlgorithmAnalysis │ ├── AnAnagramDetectionExample.rst │ ├── BigONotation.rst │ ├── Dictionaries.rst │ ├── Exercises.rst │ ├── Figures │ │ ├── listvdict.png │ │ ├── newplot.png │ │ ├── newplot2.png │ │ ├── poptime.png │ │ └── tofnplot.png │ ├── KeyTerms.rst │ ├── Lists.rst │ ├── Objectives.rst │ ├── PerformanceofPythonDataStructures.rst │ ├── Summary.rst │ ├── WhatIsAlgorithmAnalysis.rst │ └── toctree.rst ├── BasicDS │ ├── BalancedSymbolsAGeneralCase.rst │ ├── ConvertingDecimalNumberstoBinaryNumbers.rst │ ├── Exercises.rst │ ├── Figures │ │ ├── addtohead-1.png │ │ ├── addtohead.png │ │ ├── basicdeque.png │ │ ├── basicqueue.png │ │ ├── bookstack.png │ │ ├── bookstack2.png │ │ ├── complexmove.png │ │ ├── dectobin.png │ │ ├── evalpostfix1.png │ │ ├── evalpostfix2.png │ │ ├── hotpotato.png │ │ ├── idea.png │ │ ├── idea2.png │ │ ├── initlinkedlist.png │ │ ├── intopost.png │ │ ├── linkedlist.png │ │ ├── linkedlistinsert.png │ │ ├── listisa.png │ │ ├── moveleft.png │ │ ├── moveright.png │ │ ├── namequeue.png │ │ ├── node.png │ │ ├── node2.png │ │ ├── orderedsearch.png │ │ ├── orderlinkedlist.png │ │ ├── palindromesetup.png │ │ ├── prevcurr.png │ │ ├── primitive.png │ │ ├── remove.png │ │ ├── remove2.png │ │ ├── removeinit.png │ │ ├── search.png │ │ ├── simpleparcheck.png │ │ ├── simplereversal.png │ │ ├── simplereversal2.png │ │ ├── simulationsetup.png │ │ ├── stack.png │ │ ├── traversal.png │ │ └── wrongorder.png │ ├── ImplementingaDequeinPython.rst │ ├── ImplementingaQueueinPython.rst │ ├── ImplementingaStackinPython.rst │ ├── ImplementinganOrderedList.rst │ ├── ImplementinganUnorderedListLinkedLists.rst │ ├── InfixPrefixandPostfixExpressions.rst │ ├── KeyTerms.rst │ ├── Lists.rst │ ├── Objectives.rst │ ├── PalindromeChecker.rst │ ├── SimpleBalancedParentheses.rst │ ├── SimulationHotPotato.rst │ ├── SimulationPrintingTasks.rst │ ├── Summary.rst │ ├── TheDequeAbstractDataType.rst │ ├── TheOrderedListAbstractDataType.rst │ ├── TheQueueAbstractDataType.rst │ ├── TheStackAbstractDataType.rst │ ├── TheUnorderedListAbstractDataType.rst │ ├── WhatAreLinearStructures.rst │ ├── WhatIsaDeque.rst │ ├── WhatIsaQueue.rst │ ├── WhatisaStack.rst │ └── toctree.rst ├── Graphs │ ├── AnAdjacencyList.rst │ ├── AnAdjacencyMatrix.rst │ ├── AnalysisofDijkstrasAlgorithm.rst │ ├── BreadthFirstSearchAnalysis.rst │ ├── BuildingtheKnightsTourGraph.rst │ ├── BuildingtheWordLadderGraph.rst │ ├── DepthFirstSearchAnalysis.rst │ ├── DijkstrasAlgorithm.rst │ ├── Exercises.rst │ ├── Figures │ │ ├── .DS_Store │ │ ├── 8arrayTree copy.png │ │ ├── 8arrayTree.pdf │ │ ├── 8arrayTree.png │ │ ├── CS-Prereqs.png │ │ ├── Internet.png │ │ ├── SimpleMap.png │ │ ├── adjMat copy.png │ │ ├── adjMat.pdf │ │ ├── adjMat.png │ │ ├── adjMatEX copy.png │ │ ├── adjMatEX.pdf │ │ ├── adjMatEX.png │ │ ├── adjlist copy.png │ │ ├── adjlist.pdf │ │ ├── adjlist.png │ │ ├── bcast1 copy.png │ │ ├── bcast1.pdf │ │ ├── bcast1.png │ │ ├── bfs1 copy.png │ │ ├── bfs1.pdf │ │ ├── bfs1.png │ │ ├── bfs2 copy.png │ │ ├── bfs2.pdf │ │ ├── bfs2.png │ │ ├── bfs3 copy.png │ │ ├── bfs3.pdf │ │ ├── bfs3.png │ │ ├── bfsDone.pdf │ │ ├── bfsDone.png │ │ ├── bigknight copy.png │ │ ├── bigknight.pdf │ │ ├── bigknight.png │ │ ├── completeTour copy.png │ │ ├── completeTour.pdf │ │ ├── completeTour.png │ │ ├── cshome.png │ │ ├── dfstree.png │ │ ├── digraph.png │ │ ├── dijkstraa.png │ │ ├── dijkstrab.png │ │ ├── dijkstrac.png │ │ ├── dijkstrad.png │ │ ├── dijkstrae.png │ │ ├── dijkstraf.png │ │ ├── gendfsa.png │ │ ├── gendfsb.png │ │ ├── gendfsc.png │ │ ├── gendfsd.png │ │ ├── gendfse.png │ │ ├── gendfsf.png │ │ ├── gendfsg.png │ │ ├── gendfsh.png │ │ ├── gendfsi.png │ │ ├── gendfsj.png │ │ ├── gendfsk.png │ │ ├── gendfsl.png │ │ ├── knightmoves.png │ │ ├── knightmovesboard.png │ │ ├── knightmovesgraph.png │ │ ├── ktdfsa.png │ │ ├── ktdfsb.png │ │ ├── ktdfsc.png │ │ ├── ktdfsd.png │ │ ├── ktdfse.png │ │ ├── ktdfsf.png │ │ ├── ktdfsg.png │ │ ├── ktdfsh.png │ │ ├── moveCount.png │ │ ├── mst1.png │ │ ├── pancakes.png │ │ ├── pancakesDFS.png │ │ ├── pancakesTS.png │ │ ├── prima.png │ │ ├── primb.png │ │ ├── primc.png │ │ ├── primd.png │ │ ├── prime.png │ │ ├── primf.png │ │ ├── primg.png │ │ ├── routeGraph.png │ │ ├── scc1.png │ │ ├── scc1a.png │ │ ├── scc1b.png │ │ ├── scc2.png │ │ ├── sccforest.png │ │ ├── transpose.png │ │ ├── transpose1.png │ │ ├── transpose2.png │ │ ├── wordbuckets.png │ │ ├── wordgraph.dot │ │ └── wordgraph.png │ ├── GeneralDepthFirstSearch.rst │ ├── Implementation.rst │ ├── ImplementingBreadthFirstSearch.rst │ ├── ImplementingKnightsTour.rst │ ├── KeyTerms.rst │ ├── KnightsTourAnalysis.rst │ ├── Objectives.rst │ ├── PrimsSpanningTreeAlgorithm.rst │ ├── ShortestPathProblems.rst │ ├── StronglyConnectedComponents.rst │ ├── Summary.rst │ ├── TheGraphAbstractDataType.rst │ ├── TheKnightsTourProblem.rst │ ├── TheWordLadderProblem.rst │ ├── TopologicalSorting.rst │ ├── VocabularyandDefinitions.rst │ └── toctree.rst ├── Introduction │ ├── ControlStructures.rst │ ├── DefiningFunctions.rst │ ├── DiscussionQuestions.rst │ ├── ExceptionHandling.rst │ ├── Exercises.rst │ ├── Figures │ │ ├── adt.png │ │ ├── assignment1.png │ │ ├── assignment2.png │ │ ├── blackbox.png │ │ ├── circuit1.png │ │ ├── connector.png │ │ ├── flipflop.graffle │ │ ├── flipflop.png │ │ ├── fraction1.png │ │ ├── fraction2.png │ │ ├── fraction3.png │ │ ├── gates.png │ │ ├── inheritance1.png │ │ └── truthtable.png │ ├── GettingStarted.rst │ ├── GettingStartedwithData.rst │ ├── InputandOutput.rst │ ├── KeyTerms.rst │ ├── ObjectOrientedProgramminginPythonDefiningClasses.rst │ ├── Objectives.rst │ ├── ProgrammingExercises.rst │ ├── ReviewofBasicPython.rst │ ├── Summary.rst │ ├── WhatIsComputerScience.rst │ ├── WhatIsProgramming.rst │ ├── WhyStudyAlgorithms.rst │ ├── WhyStudyDataStructuresandAbstractDataTypes.rst │ └── toctree.rst ├── LICENSE ├── ProperClasses │ ├── a_proper_python_class.rst │ ├── make_your_class_comparable.rst │ └── toctree.rst ├── Recursion │ ├── CalculatingtheSumofaListofNumbers.rst │ ├── ComplexRecursiveProblems.rst │ ├── ConvertinganIntegertoaStringinAnyBase.rst │ ├── DiscussionQuestions.rst │ ├── DynamicProgramming.rst │ ├── Exercises.rst │ ├── ExploringaMaze.rst │ ├── Figures │ │ ├── callTree.png │ │ ├── callstack.png │ │ ├── cesaro_torn_square.png │ │ ├── changeTable.png │ │ ├── elevenCents.png │ │ ├── gcd-call.png │ │ ├── hanoi.png │ │ ├── koch_0.png │ │ ├── koch_1.png │ │ ├── koch_2.png │ │ ├── koch_3.png │ │ ├── koch_snowflake.png │ │ ├── maze.png │ │ ├── maze1.png │ │ ├── newcallstack.png │ │ ├── recstack.png │ │ ├── sierpinski.png │ │ ├── sierpinski_colour.png │ │ ├── sierpinski_original.png │ │ ├── stCallTree.png │ │ ├── sumlistIn.png │ │ ├── sumlistOut.png │ │ ├── toStr.png │ │ ├── toStrBase2.png │ │ ├── tree1.png │ │ └── tree2.png │ ├── Glossary.rst │ ├── KeyTerms.rst │ ├── Objectives.rst │ ├── SierpinskiTriangle.rst │ ├── StackFramesImplementingRecursion.rst │ ├── Summary.rst │ ├── TheThreeLawsofRecursion.rst │ ├── TowerofHanoi.rst │ ├── VisualizingRecursion.rst │ ├── WhatIsRecursion.rst │ └── toctree.rst ├── SortSearch │ ├── Exercises.rst │ ├── Figures │ │ ├── binsearch.png │ │ ├── bubble1.png │ │ ├── bubblepass.png │ │ ├── chaining.png │ │ ├── clustering.png │ │ ├── firstsplit.png │ │ ├── graph.png │ │ ├── hashtable.png │ │ ├── hashtable2.png │ │ ├── insertionpass.png │ │ ├── insertionsort.png │ │ ├── linearprobing1.png │ │ ├── linearprobing2.png │ │ ├── mergesortA.png │ │ ├── mergesortB.png │ │ ├── partitionA.png │ │ ├── partitionB.png │ │ ├── plot.png │ │ ├── quadratic.png │ │ ├── selectionsort.png │ │ ├── selectionsortnew.png │ │ ├── seqsearch.png │ │ ├── seqsearch2.png │ │ ├── shellsortA.png │ │ ├── shellsortB.png │ │ ├── shellsortC.png │ │ ├── shellsortD.png │ │ ├── stringhash.png │ │ ├── stringhash2.png │ │ └── swap.png │ ├── Hashing.rst │ ├── KeyTerms.rst │ ├── Objectives.rst │ ├── Summary.rst │ ├── TheBinarySearch.rst │ ├── TheBubbleSort.rst │ ├── TheInsertionSort.rst │ ├── TheMergeSort.rst │ ├── TheQuickSort.rst │ ├── TheSelectionSort.rst │ ├── TheSequentialSearch.rst │ ├── TheShellSort.rst │ ├── searching.rst │ ├── sorting.rst │ └── toctree.rst ├── Trees │ ├── AVLTreeImplementation.rst │ ├── AVLTreePerformance.rst │ ├── BalancedBinarySearchTrees.rst │ ├── BinaryHeapImplementation.rst │ ├── BinaryHeapOperations.rst │ ├── BinarySearchTrees.rst │ ├── ExamplesofTrees.rst │ ├── Exercises.rst │ ├── Figures │ │ ├── .DS_Store │ │ ├── TreeDefRecursive.png │ │ ├── badrotate.png │ │ ├── bfderive.png │ │ ├── biology.png │ │ ├── booktree.png │ │ ├── bstdel1.png │ │ ├── bstdel2.png │ │ ├── bstdel3.png │ │ ├── bstput.png │ │ ├── buildExp.png │ │ ├── buildExp1.png │ │ ├── buildExp2.png │ │ ├── buildExp3.png │ │ ├── buildExp4.png │ │ ├── buildExp5.png │ │ ├── buildExp6.png │ │ ├── buildExp7.png │ │ ├── buildExp8.png │ │ ├── buildheap.png │ │ ├── compTree.png │ │ ├── directory.png │ │ ├── exerTree.png │ │ ├── hardunbalanced.png │ │ ├── heapOrder.png │ │ ├── htmltree.png │ │ ├── meParse.png │ │ ├── meSimple.png │ │ ├── nlParse.png │ │ ├── percDown.png │ │ ├── percUp.png │ │ ├── rightrotate1.png │ │ ├── rotatelr.png │ │ ├── rotexer1.png │ │ ├── simpleBST.png │ │ ├── simpleunbalanced.png │ │ ├── skewedTree.png │ │ ├── smalltree.png │ │ ├── tree_ex.png │ │ ├── treedef1.png │ │ ├── treerecs.png │ │ ├── unbalanced.png │ │ └── worstAVL.png │ ├── Implementation.rst │ ├── KeyTerms.rst │ ├── ListofListsRepresentation.rst │ ├── NodesandReferences.rst │ ├── Objectives.rst │ ├── ParseTree.rst │ ├── PriorityQueueswithBinaryHeaps.rst │ ├── SearchTreeAnalysis.rst │ ├── SearchTreeImplementation.rst │ ├── SearchTreeOperations.rst │ ├── Summary.rst │ ├── SummaryofMapADTImplementations.rst │ ├── TreeTraversals.rst │ ├── VocabularyandDefinitions.rst │ └── toctree.rst ├── _images │ ├── assignment.png │ └── x.png ├── _static │ ├── BlueTurtleL.png │ ├── LutherBellPic.jpg │ ├── PythonDScover.jpg │ ├── RSS-logo.png │ ├── Turtle3Stamp.png │ ├── TurtleCheckmark.png │ ├── TurtleCheckmark4.png │ ├── TurtleCircle.png │ ├── TurtleL.png │ ├── TurtleL4.png │ ├── TurtleLineToWest.png │ ├── TurtleRect.png │ ├── TurtleT.png │ ├── TurtleTriangle.png │ ├── TwoTurtles1.png │ ├── TwoTurtlesL.png │ ├── accumulatorpattern.png │ ├── activecodethumb.png │ ├── advrange.png │ ├── assignment.png │ ├── associativitythumb.png │ ├── audio │ │ ├── Example01_Tour01_Line01.mp3 │ │ ├── Example01_Tour01_Line01.wav │ │ ├── Example01_Tour01_Line02.mp3 │ │ ├── Example01_Tour01_Line02.wav │ │ ├── Example01_Tour01_Line03.mp3 │ │ ├── Example01_Tour01_Line03.wav │ │ ├── Example01_Tour01_Line04.mp3 │ │ ├── Example01_Tour01_Line04.wav │ │ ├── Example01_Tour01_Line05.mp3 │ │ ├── Example01_Tour01_Line05.wav │ │ ├── Example01_Tour02_Line01.mp3 │ │ ├── Example01_Tour02_Line01.wav │ │ ├── Example01_Tour02_Line02.mp3 │ │ ├── Example01_Tour02_Line02.wav │ │ ├── Example01_Tour02_Line03.mp3 │ │ ├── Example01_Tour02_Line03.wav │ │ ├── Example01_Tour02_Line04.mp3 │ │ ├── Example01_Tour02_Line04.wav │ │ ├── Example01_Tour02_Line05.mp3 │ │ ├── Example01_Tour02_Line05.wav │ │ ├── Example01_Tour02_Line06.mp3 │ │ ├── Example01_Tour02_Line06.wav │ │ ├── Example02_Tour01_Line01.mp3 │ │ ├── Example02_Tour01_Line01.wav │ │ ├── Example02_Tour01_Line02.mp3 │ │ ├── Example02_Tour01_Line02.wav │ │ ├── Example02_Tour01_Line03.mp3 │ │ ├── Example02_Tour01_Line03.wav │ │ ├── Example02_Tour01_Line04.mp3 │ │ ├── Example02_Tour01_Line04.wav │ │ ├── Example02_Tour01_Line05.mp3 │ │ ├── Example02_Tour01_Line05.wav │ │ ├── Example02_Tour01_Line06.mp3 │ │ ├── Example02_Tour01_Line06.wav │ │ ├── Example02_Tour01_Line07.mp3 │ │ ├── Example02_Tour01_Line07.wav │ │ ├── Example02_Tour01_Line08.mp3 │ │ ├── Example02_Tour01_Line08.wav │ │ ├── Example02_Tour01_Line09.mp3 │ │ ├── Example02_Tour01_Line09.wav │ │ ├── Example02_Tour02_Line03.mp3 │ │ ├── Example02_Tour02_Line03.wav │ │ ├── Example02_Tour02_Line04.mp3 │ │ ├── Example02_Tour02_Line04.wav │ │ ├── Example02_Tour02_Line05.mp3 │ │ ├── Example02_Tour02_Line05.wav │ │ ├── Example02_Tour02_Line06.mp3 │ │ ├── Example02_Tour02_Line06.wav │ │ ├── Example02_Tour02_Line07.mp3 │ │ ├── Example02_Tour02_Line07.wav │ │ ├── Example02_Tour02_Line08.mp3 │ │ ├── Example02_Tour02_Line08.wav │ │ ├── Example02_Tour02_Line09.mp3 │ │ ├── Example02_Tour02_Line09.wav │ │ ├── Example02_Tour02_Line10.mp3 │ │ ├── Example02_Tour02_Line10.wav │ │ ├── Example03_Tour01_Line01.mp3 │ │ ├── Example03_Tour01_Line01.wav │ │ ├── Example03_Tour01_Line02.mp3 │ │ ├── Example03_Tour01_Line02.wav │ │ ├── Example03_Tour01_Line03.mp3 │ │ ├── Example03_Tour01_Line03.wav │ │ ├── Example03_Tour01_Line04.mp3 │ │ ├── Example03_Tour01_Line04.wav │ │ ├── Example03_Tour01_Line05.mp3 │ │ ├── Example03_Tour01_Line05.wav │ │ ├── Example03_Tour01_Line06.mp3 │ │ ├── Example03_Tour01_Line06.wav │ │ ├── Example03_Tour01_Line07.mp3 │ │ ├── Example03_Tour01_Line07.wav │ │ ├── Example03_Tour01_Line08.mp3 │ │ ├── Example03_Tour01_Line08.wav │ │ ├── Example03_Tour01_Line09.mp3 │ │ ├── Example03_Tour01_Line09.wav │ │ ├── Example03_Tour02_Line05.mp3 │ │ ├── Example03_Tour02_Line05.wav │ │ ├── Example03_Tour02_Line06.mp3 │ │ ├── Example03_Tour02_Line06.wav │ │ ├── Example03_Tour02_Line09.mp3 │ │ ├── Example03_Tour02_Line09.wav │ │ ├── Example03_Tour02_Line10.mp3 │ │ ├── Example03_Tour02_Line10.wav │ │ ├── Example03_Tour02_Line11.mp3 │ │ ├── Example03_Tour02_Line11.wav │ │ ├── Example03_Tour02_Line12.mp3 │ │ ├── Example03_Tour02_Line12.wav │ │ ├── Example03_Tour02_Line13.mp3 │ │ ├── Example03_Tour02_Line13.wav │ │ ├── Example03_Tour02_Line14.mp3 │ │ ├── Example03_Tour02_Line14.wav │ │ ├── Example03_Tour02_Line15.mp3 │ │ ├── Example03_Tour02_Line15.wav │ │ ├── Example03_Tour02_Line16.mp3 │ │ ├── Example03_Tour02_Line16.wav │ │ ├── Example03_Tour02_Line17.mp3 │ │ ├── Example03_Tour02_Line17.wav │ │ ├── Example03_Tour02_Line18.mp3 │ │ ├── Example03_Tour02_Line18.wav │ │ ├── Example03_Tour02_Line20.mp3 │ │ ├── Example03_Tour02_Line20.wav │ │ ├── Example03_Tour02_Line21.mp3 │ │ ├── Example03_Tour02_Line21.wav │ │ ├── Example03_Tour02_Line23.mp3 │ │ ├── Example03_Tour02_Line23.wav │ │ ├── Example03_Tour02_Line24.mp3 │ │ ├── Example03_Tour02_Line24.wav │ │ ├── Example03_Tour02_Line25.mp3 │ │ ├── Example03_Tour02_Line25.wav │ │ ├── Example03_Tour02_Line26.mp3 │ │ ├── Example03_Tour02_Line26.wav │ │ ├── Example03_Tour02_Line27.mp3 │ │ ├── Example03_Tour02_Line27.wav │ │ ├── Example03_Tour02_Line28.mp3 │ │ ├── Example03_Tour02_Line28.wav │ │ ├── Example03_Tour02_Line29.mp3 │ │ ├── Example03_Tour02_Line29.wav │ │ ├── Example04_Tour01_Line01.mp3 │ │ ├── Example04_Tour01_Line01.wav │ │ ├── Example04_Tour01_Line02.mp3 │ │ ├── Example04_Tour01_Line02.wav │ │ ├── Example04_Tour01_Line03.mp3 │ │ └── Example04_Tour01_Line03.wav │ ├── bg01.jpg │ ├── binaryselection.png │ ├── bintree_a.png │ ├── bintree_b.png │ ├── bintree_c.png │ ├── booleanexpressions.png │ ├── close.png │ ├── cy.png │ ├── expressions.png │ ├── first.png │ ├── for_loop.png │ ├── function_intro.png │ ├── goldygopher.png │ ├── inputthumb.png │ ├── last-point.png │ ├── last.png │ ├── logo.jpg │ ├── logo_small.png │ ├── lutherlogo.jpg │ ├── mathrandommodule.png │ ├── modules.png │ ├── navbar_logo_link.png │ ├── navbar_page_dropdown.png │ ├── navbar_search_dropdown.png │ ├── navbar_title_link.png │ ├── navbar_user_dropdown.png │ ├── navhelp.png │ ├── navhelp.png.old │ ├── next.png │ ├── norse-logo.png │ ├── pause.png │ ├── play.png │ ├── precedencethumb.png │ ├── prev.png │ ├── python-logo.png │ ├── reassignmentthumb.png │ ├── test1Alt1.png │ ├── test1Alt2.png │ ├── test1Alt3.png │ ├── test1Alt4.png │ ├── test1Alt4v2.png │ ├── test1correct.png │ ├── test1left180.png │ ├── test1left270.png │ ├── test1left90.png │ ├── test1right45.png │ ├── test1right90.png │ ├── thinkcspy.png │ ├── turtleTest1.png │ ├── turtleintro.png │ ├── unaryselection.png │ ├── updatethumb.png │ ├── valuesNtypes.png │ ├── videothumb.png │ └── whileloop.png ├── assignments.rst └── index.rst ├── allChapterFiles.txt ├── assets ├── Advanced │ └── Figures │ │ ├── 8by8image.png │ │ ├── OctTreeIndex.png │ │ ├── addskiplist.png │ │ ├── addskiplist2.png │ │ ├── array.png │ │ ├── bubbles.png │ │ ├── colorcube.png │ │ ├── datanode.png │ │ ├── dfa.png │ │ ├── gcd-call.png │ │ ├── headernode.png │ │ ├── initskiplist.png │ │ ├── insertArray.png │ │ ├── kmp.png │ │ ├── mappic.png │ │ ├── oTreeQuant.jpg │ │ ├── oTreeQuant.png │ │ ├── otMerge.png │ │ ├── quantizeCube.png │ │ ├── searchskiplist.png │ │ ├── simpleQuant.jpg │ │ ├── simpleQuant.png │ │ ├── simplematch.png │ │ ├── simplematch2.png │ │ ├── steptable.png │ │ ├── steptable2.png │ │ ├── vocabskiplist1.png │ │ ├── vocabskiplist2.png │ │ └── vocabskiplist3.png ├── AlgorithmAnalysis │ └── Figures │ │ ├── listvdict.png │ │ ├── newplot.png │ │ ├── newplot2.png │ │ ├── poptime.png │ │ └── tofnplot.png ├── BasicDS │ └── Figures │ │ ├── addtohead-1.png │ │ ├── addtohead.png │ │ ├── basicdeque.png │ │ ├── basicqueue.png │ │ ├── bookstack.png │ │ ├── bookstack2.png │ │ ├── complexmove.png │ │ ├── dectobin.png │ │ ├── evalpostfix1.png │ │ ├── evalpostfix2.png │ │ ├── hotpotato.png │ │ ├── idea.png │ │ ├── idea2.png │ │ ├── initlinkedlist.png │ │ ├── intopost.png │ │ ├── linkedlist.png │ │ ├── linkedlistinsert.png │ │ ├── listisa.png │ │ ├── moveleft.png │ │ ├── moveright.png │ │ ├── namequeue.png │ │ ├── node.png │ │ ├── node2.png │ │ ├── orderedsearch.png │ │ ├── orderlinkedlist.png │ │ ├── palindromesetup.png │ │ ├── prevcurr.png │ │ ├── primitive.png │ │ ├── remove.png │ │ ├── remove2.png │ │ ├── removeinit.png │ │ ├── search.png │ │ ├── simpleparcheck.png │ │ ├── simplereversal.png │ │ ├── simplereversal2.png │ │ ├── simulationsetup.png │ │ ├── stack.png │ │ ├── traversal.png │ │ └── wrongorder.png ├── Graphs │ └── Figures │ │ ├── 8arrayTree copy.png │ │ ├── 8arrayTree.pdf │ │ ├── 8arrayTree.png │ │ ├── CS-Prereqs.png │ │ ├── Internet.png │ │ ├── SimpleMap.png │ │ ├── adjMat copy.png │ │ ├── adjMat.pdf │ │ ├── adjMat.png │ │ ├── adjMatEX copy.png │ │ ├── adjMatEX.pdf │ │ ├── adjMatEX.png │ │ ├── adjlist copy.png │ │ ├── adjlist.pdf │ │ ├── adjlist.png │ │ ├── bcast1 copy.png │ │ ├── bcast1.pdf │ │ ├── bcast1.png │ │ ├── bfs1 copy.png │ │ ├── bfs1.pdf │ │ ├── bfs1.png │ │ ├── bfs2 copy.png │ │ ├── bfs2.pdf │ │ ├── bfs2.png │ │ ├── bfs3 copy.png │ │ ├── bfs3.pdf │ │ ├── bfs3.png │ │ ├── bfsDone.pdf │ │ ├── bfsDone.png │ │ ├── bigknight copy.png │ │ ├── bigknight.pdf │ │ ├── bigknight.png │ │ ├── completeTour copy.png │ │ ├── completeTour.pdf │ │ ├── completeTour.png │ │ ├── cshome.png │ │ ├── dfstree.png │ │ ├── digraph.png │ │ ├── dijkstraa.png │ │ ├── dijkstrab.png │ │ ├── dijkstrac.png │ │ ├── dijkstrad.png │ │ ├── dijkstrae.png │ │ ├── dijkstraf.png │ │ ├── gendfsa.png │ │ ├── gendfsb.png │ │ ├── gendfsc.png │ │ ├── gendfsd.png │ │ ├── gendfse.png │ │ ├── gendfsf.png │ │ ├── gendfsg.png │ │ ├── gendfsh.png │ │ ├── gendfsi.png │ │ ├── gendfsj.png │ │ ├── gendfsk.png │ │ ├── gendfsl.png │ │ ├── knightmoves.png │ │ ├── knightmovesboard.png │ │ ├── knightmovesgraph.png │ │ ├── ktdfsa.png │ │ ├── ktdfsb.png │ │ ├── ktdfsc.png │ │ ├── ktdfsd.png │ │ ├── ktdfse.png │ │ ├── ktdfsf.png │ │ ├── ktdfsg.png │ │ ├── ktdfsh.png │ │ ├── moveCount.png │ │ ├── mst1.png │ │ ├── pancakes.png │ │ ├── pancakesDFS.png │ │ ├── pancakesTS.png │ │ ├── prima.png │ │ ├── primb.png │ │ ├── primc.png │ │ ├── primd.png │ │ ├── prime.png │ │ ├── primf.png │ │ ├── primg.png │ │ ├── routeGraph.png │ │ ├── scc1.png │ │ ├── scc1a.png │ │ ├── scc1b.png │ │ ├── scc2.png │ │ ├── sccforest.png │ │ ├── transpose.png │ │ ├── transpose1.png │ │ ├── transpose2.png │ │ ├── wordbuckets.png │ │ ├── wordgraph.dot │ │ └── wordgraph.png ├── Introduction │ └── Figures │ │ ├── adt.png │ │ ├── assignment1.png │ │ ├── assignment2.png │ │ ├── blackbox.png │ │ ├── circuit1.png │ │ ├── connector.png │ │ ├── flipflop.graffle │ │ ├── flipflop.png │ │ ├── fraction1.png │ │ ├── fraction2.png │ │ ├── fraction3.png │ │ ├── gates.png │ │ ├── inheritance1.png │ │ └── truthtable.png ├── Preface │ └── roadmap3.png ├── Recursion │ └── Figures │ │ ├── callTree.png │ │ ├── callstack.png │ │ ├── cesaro_torn_square.png │ │ ├── changeTable.png │ │ ├── elevenCents.png │ │ ├── gcd-call.png │ │ ├── hanoi.png │ │ ├── koch_0.png │ │ ├── koch_1.png │ │ ├── koch_2.png │ │ ├── koch_3.png │ │ ├── koch_snowflake.png │ │ ├── maze.png │ │ ├── maze1.png │ │ ├── newcallstack.png │ │ ├── recstack.png │ │ ├── sierpinski.png │ │ ├── sierpinski_colour.png │ │ ├── sierpinski_original.png │ │ ├── stCallTree.png │ │ ├── sumlistIn.png │ │ ├── sumlistOut.png │ │ ├── toStr.png │ │ ├── toStrBase2.png │ │ ├── tree1.png │ │ └── tree2.png ├── SortSearch │ └── Figures │ │ ├── binsearch.png │ │ ├── bintree_a.png │ │ ├── bintree_b.png │ │ ├── bintree_c.png │ │ ├── bubble1.png │ │ ├── bubblepass.png │ │ ├── chaining.png │ │ ├── clustering.png │ │ ├── firstsplit.png │ │ ├── graph.png │ │ ├── hashtable.png │ │ ├── hashtable2.png │ │ ├── insertionpass.png │ │ ├── insertionsort.png │ │ ├── linearprobing1.png │ │ ├── linearprobing2.png │ │ ├── mergesortA.png │ │ ├── mergesortB.png │ │ ├── partitionA.png │ │ ├── partitionB.png │ │ ├── plot.png │ │ ├── quadratic.png │ │ ├── selectionsort.png │ │ ├── selectionsortnew.png │ │ ├── seqsearch.png │ │ ├── seqsearch2.png │ │ ├── shellsortA.png │ │ ├── shellsortB.png │ │ ├── shellsortC.png │ │ ├── shellsortD.png │ │ ├── stringhash.png │ │ ├── stringhash2.png │ │ └── swap.png ├── Trees │ └── Figures │ │ ├── TreeDefRecursive.png │ │ ├── badrotate.png │ │ ├── bfderive.png │ │ ├── biology.png │ │ ├── booktree.png │ │ ├── bstdel1.png │ │ ├── bstdel2.png │ │ ├── bstdel3.png │ │ ├── bstput.png │ │ ├── buildExp.png │ │ ├── buildExp1.png │ │ ├── buildExp2.png │ │ ├── buildExp3.png │ │ ├── buildExp4.png │ │ ├── buildExp5.png │ │ ├── buildExp6.png │ │ ├── buildExp7.png │ │ ├── buildExp8.png │ │ ├── buildheap.png │ │ ├── compTree.png │ │ ├── directory.png │ │ ├── exerTree.png │ │ ├── hardunbalanced.png │ │ ├── heapOrder.png │ │ ├── htmltree.png │ │ ├── meParse.png │ │ ├── meSimple.png │ │ ├── nlParse.png │ │ ├── percDown.png │ │ ├── percUp.png │ │ ├── rightrotate1.png │ │ ├── rotatelr.png │ │ ├── rotexer1.png │ │ ├── simpleBST.png │ │ ├── simpleunbalanced.png │ │ ├── skewedTree.png │ │ ├── smalltree.png │ │ ├── tree_ex.png │ │ ├── treedef1.png │ │ ├── treerecs.png │ │ ├── unbalanced.png │ │ └── worstAVL.png ├── by-nc-sa.png ├── cover.jpg └── custom-styles.css ├── build └── .gitignore ├── conf.py ├── pavement.py ├── pretext ├── Advanced │ ├── DictionariesRevisited.ptx │ ├── Exercises.ptx │ ├── GraphsRevisited.ptx │ ├── KeyTerms.ptx │ ├── Objectives.ptx │ ├── PythonListsRevisited.ptx │ ├── RecursionRevisited.ptx │ ├── Summary.ptx │ ├── TreesRevisited.ptx │ └── toctree.ptx ├── AlgorithmAnalysis │ ├── AnAnagramDetectionExample.ptx │ ├── BigONotation.ptx │ ├── Dictionaries.ptx │ ├── Exercises.ptx │ ├── KeyTerms.ptx │ ├── Lists.ptx │ ├── Objectives.ptx │ ├── PerformanceofPythonDataStructures.ptx │ ├── Summary.ptx │ ├── WhatIsAlgorithmAnalysis.ptx │ └── toctree.ptx ├── BasicDS │ ├── BalancedSymbolsAGeneralCase.ptx │ ├── ConvertingDecimalNumberstoBinaryNumbers.ptx │ ├── Exercises.ptx │ ├── ImplementingaDequeinPython.ptx │ ├── ImplementingaQueueinPython.ptx │ ├── ImplementingaStackinPython.ptx │ ├── ImplementinganOrderedList.ptx │ ├── ImplementinganUnorderedListLinkedLists.ptx │ ├── InfixPrefixandPostfixExpressions.ptx │ ├── KeyTerms.ptx │ ├── Lists.ptx │ ├── Objectives.ptx │ ├── PalindromeChecker.ptx │ ├── SimpleBalancedParentheses.ptx │ ├── SimulationHotPotato.ptx │ ├── SimulationPrintingTasks.ptx │ ├── Summary.ptx │ ├── TheDequeAbstractDataType.ptx │ ├── TheOrderedListAbstractDataType.ptx │ ├── TheQueueAbstractDataType.ptx │ ├── TheStackAbstractDataType.ptx │ ├── TheUnorderedListAbstractDataType.ptx │ ├── WhatAreLinearStructures.ptx │ ├── WhatIsaDeque.ptx │ ├── WhatIsaQueue.ptx │ ├── WhatisaStack.ptx │ └── toctree.ptx ├── FrontMatter │ └── preface.ptx ├── Graphs │ ├── AnAdjacencyList.ptx │ ├── AnAdjacencyMatrix.ptx │ ├── AnalysisofDijkstrasAlgorithm.ptx │ ├── BreadthFirstSearchAnalysis.ptx │ ├── BuildingtheKnightsTourGraph.ptx │ ├── BuildingtheWordLadderGraph.ptx │ ├── DepthFirstSearchAnalysis.ptx │ ├── DijkstrasAlgorithm.ptx │ ├── Exercises.ptx │ ├── GeneralDepthFirstSearch.ptx │ ├── Implementation.ptx │ ├── ImplementingBreadthFirstSearch.ptx │ ├── ImplementingKnightsTour.ptx │ ├── KeyTerms.ptx │ ├── KnightsTourAnalysis.ptx │ ├── Objectives.ptx │ ├── PrimsSpanningTreeAlgorithm.ptx │ ├── ShortestPathProblems.ptx │ ├── StronglyConnectedComponents.ptx │ ├── Summary.ptx │ ├── TheGraphAbstractDataType.ptx │ ├── TheKnightsTourProblem.ptx │ ├── TheWordLadderProblem.ptx │ ├── TopologicalSorting.ptx │ ├── VocabularyandDefinitions.ptx │ └── toctree.ptx ├── Introduction │ ├── ControlStructures.ptx │ ├── DefiningFunctions.ptx │ ├── DiscussionQuestions.ptx │ ├── ExceptionHandling.ptx │ ├── Exercises.ptx │ ├── GettingStarted.ptx │ ├── GettingStartedwithData.ptx │ ├── InputandOutput.ptx │ ├── KeyTerms.ptx │ ├── ObjectOrientedProgramminginPythonDefiningClasses.ptx │ ├── Objectives.ptx │ ├── ProgrammingExercises.ptx │ ├── ReviewofBasicPython.ptx │ ├── Summary.ptx │ ├── WhatIsComputerScience.ptx │ ├── WhatIsProgramming.ptx │ ├── WhyStudyAlgorithms.ptx │ ├── WhyStudyDataStructuresandAbstractDataTypes.ptx │ └── toctree.ptx ├── ProperClasses │ ├── a_proper_python_class.ptx │ └── toctree.ptx ├── Recursion │ ├── CalculatingtheSumofaListofNumbers.ptx │ ├── ComplexRecursiveProblems.ptx │ ├── ConvertinganIntegertoaStringinAnyBase.ptx │ ├── DiscussionQuestions.ptx │ ├── DynamicProgramming.ptx │ ├── Exercises.ptx │ ├── ExploringaMaze.ptx │ ├── Glossary.ptx │ ├── KeyTerms.ptx │ ├── Objectives.ptx │ ├── SierpinskiTriangle.ptx │ ├── StackFramesImplementingRecursion.ptx │ ├── Summary.ptx │ ├── TheThreeLawsofRecursion.ptx │ ├── TowerofHanoi.ptx │ ├── VisualizingRecursion.ptx │ ├── WhatIsRecursion.ptx │ └── toctree.ptx ├── SortSearch │ ├── Exercises.ptx │ ├── Hashing.ptx │ ├── KeyTerms.ptx │ ├── Objectives.ptx │ ├── Summary.ptx │ ├── TheBinarySearch.ptx │ ├── TheBubbleSort.ptx │ ├── TheInsertionSort.ptx │ ├── TheMergeSort.ptx │ ├── TheQuickSort.ptx │ ├── TheSelectionSort.ptx │ ├── TheSequentialSearch.ptx │ ├── TheShellSort.ptx │ ├── searching.ptx │ ├── sorting.ptx │ └── toctree.ptx ├── Trees │ ├── AVLTreeImplementation.ptx │ ├── AVLTreePerformance.ptx │ ├── BalancedBinarySearchTrees.ptx │ ├── BinaryHeapImplementation.ptx │ ├── BinaryHeapOperations.ptx │ ├── BinarySearchTrees.ptx │ ├── ExamplesofTrees.ptx │ ├── Exercises.ptx │ ├── Implementation.ptx │ ├── KeyTerms.ptx │ ├── ListofListsRepresentation.ptx │ ├── NodesandReferences.ptx │ ├── Objectives.ptx │ ├── ParseTree.ptx │ ├── PriorityQueueswithBinaryHeaps.ptx │ ├── SearchTreeAnalysis.ptx │ ├── SearchTreeImplementation.ptx │ ├── SearchTreeOperations.ptx │ ├── Summary.ptx │ ├── SummaryofMapADTImplementations.ptx │ 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