http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Cover -- Title Page -- Copyright -- Dedication -- Contents -- Preface -- Chapter 1: Data Structures in Python -- Working with Lists -- Lists and Basic Operations -- Reversing and Sorting a List -- Lists and Arithmetic Operations -- Lists and Filter-Related Operations -- Calculating Squares and Cubes in Lists -- Sorting Lists of Numbers and Strings -- Concatenating a List of Words -- The Python range() Function -- Counting Digits and Uppercase and Lowercase Letters -- Lists and the append() Function -- Working with Lists and the split() Function -- Counting Words in a List -- Iterating Through Pairs of Lists -- List Slices -- Other List-Related Functions -- Working with Vectors -- Working with Matrices -- Queues -- Tuples (Immutable Lists) -- Sets -- Dictionaries -- Creating a Dictionary -- Displaying the Contents of a Dictionary -- Checking for Keys in a Dictionary -- Deleting Keys from a Dictionary -- Iterating Through a Dictionary -- Interpolating Data from a Dictionary -- Dictionary Functions and Methods -- Ordered Dictionaries -- Sorting Dictionaries -- Dictionary Formatting -- Multiple Dictionaries -- Other Sequence Types -- Mutable and Immutable Types -- Packing/Unpacking Sequences -- Automatic Packing (Direct Assignment) -- Unpacking Return Values of Functions -- Swapping Pairs of Values -- Iterating Sequences in Loops -- Serialize and Deserialize Data -- Modules versus Packages -- User-Defined Functions -- Functions versus Methods -- Functions with Generic Arguments -- Functions that Specify *args -- Functions that Specify **kwargs -- Summary -- Chapter 2: Comprehensions, Iterators, and Generators -- Lambda Expressions -- Comprehensions -- Magic Methods (Dunders) -- The Iterator Protocol -- The iter() Function and __iter__() Method -- Dictionaries and Iterators -- Examples of Iterators -- Range versus a List.
Functional Programming: the map() Function -- Functional Programming: the filter() Function -- Combining the filter() and map() Functions -- The reduce() Function -- What is a Pipe? -- Working with Generators -- The Yield Keyword -- Generators and Comprehensions -- A Generator Without a Loop -- Miscellaneous Examples of Generators -- Generate Squares of Numbers -- Generate an Infinite List of Integers -- Find Prime Numbers -- Closures -- Decorators -- Examples of Decorators -- Importing Custom Modules -- Compiled Modules -- Classes, Functions, and Methods -- Function Annotations -- Function Annotations (1) -- Function Annotations (2) -- Function Annotations (3) -- Function Annotations (4) -- Function Annotations (5) -- Summary -- Chapter 3: Regular Expressions -- What are Regular Expressions? -- Metacharacters -- Character Sets -- Working with "^" and " " -- Character Classes -- Matching Character Classes with the re Module -- Compilation Flags -- Using the re.match() Method -- Options for the re.match() Method -- Matching Character Classes with the re.search() Method -- Matching Character Classes with the findAll() Method -- Finding Capitalized Words in a String -- Additional Matching Functions for Regular Expressions -- Grouping with Character Classes in Regular Expressions -- Using Character Classes in Regular Expressions -- Matching Strings with Multiple Consecutive Digits -- Reversing Words in Strings -- Modifying Text Strings with the re Module -- Splitting Text Strings with the re.split() Method -- Splitting Text Strings Using Digits and Delimiters -- Substituting Text Strings with the re.sub() Method -- Matching the Beginning and End of Text Strings -- Compound Regular Expressions -- Counting Character Types in a String -- Regular Expressions and Grouping -- Simple String Matches -- Additional Topics for Regular Expressions -- Summary.
Chapter 4: Custom Classes -- Accessibility Conventions -- Creating Custom Classes -- Instance Variables versus Class Variables -- Examples of Custom Classes -- A Custom Class with an Iterator -- A Custom Class with an Invalid Iterator -- Construction and Initialization of Objects -- Accessors and Mutators versus @property -- The Methods __str__() and __repr__() -- Creating a Point3D Custom Class -- Comparing Two Instances of a Custom Class -- The Methods __add__() and __radd__() -- Creating an Employee Custom Class -- Working with a List of Employees -- A Python Iterable Class -- Working with Linked Lists -- Custom Classes and Linked Lists -- Custom Classes and Dictionaries -- Custom Classes and Priority Queues -- The Base Classes of a Given Class -- Encapsulation -- Single Inheritance -- An Example of Inheritance -- Inheritance and Overriding Methods -- Multiple Inheritance -- Polymorphism -- The abc Module -- Summary -- Chapter 5: Queues and Stacks -- What is a Queue? -- Types of Queues -- Creating a Queue Using a Python List -- Creating a Rolling Queue -- Creating a Shifting Queue using a List -- Creating an Iterable Queue -- What is a Stack? -- Use Cases for Stacks -- Operations with Stacks -- Working with Stacks -- Creating an Iterable Stack -- Task: Reverse and Print Stack Values -- Task: Display the Min and Max Stack Values -- Creating Two Stacks Using an Array -- Task: Reverse a String Using a Stack -- Task: Balanced Parentheses (1) -- Task: Balanced Parentheses (2) -- Task: Tokenize Arithmetic Expressions -- Task: Evaluate Arithmetic Expressions -- Infix, Prefix, and Postfix Notations -- Summary -- Chapter 6: Recursion and Combinatorics -- What is Recursion? -- Arithmetic Series -- Calculating an Arithmetic Series (Iterative) -- Calculating an Arithmetic Series (Recursive) -- Calculating a Partial Arithmetic Series -- Geometric Series.
Calculating a Geometric Series (Iterative) -- Calculating a Geometric Series (Recursive) -- Factorial Values -- Calculating Factorial Values (Iterative) -- Calculating Factorial Values (Recursive) -- Calculating Factorial Values (Tail Recursion) -- Fibonacci Numbers -- Calculating Fibonacci Numbers (Recursive) -- Calculating Fibonacci Numbers (Iterative) -- Task: Reverse a String via Recursion -- Task: Check for Balanced Parentheses (Iterative) -- Task: Calculate the Number of Digits -- Task: Determine if a Positive Integer is Prime (Iterative) -- Task: Find the Prime Factorization of a Positive Integer (Iterative) -- Task: Goldbach's Conjecture -- Task: Calculate the GCD (Greatest Common Divisor) -- Task: Calculate the LCM -- What is Combinatorics? -- Working with Permutations -- Working with Combinations -- Task: Calculate the Sum of Binomial Coefficients -- The Number of Subsets of a Finite Set -- Task: Subsets Containing a Value Larger than k -- Summary -- Index.