How can you customize the appearance of your plots in Matplotlib, like setting the line width, color, and style?
- By modifying the plt.style attribute
- By passing arguments to Matplotlib plotting functions
- By using the plot_format() method
- Using the customize() function
In Matplotlib, you can customize plot appearance by passing various arguments like linewidth, color, and linestyle directly to the plotting functions (e.g., plot() or scatter()). This allows you to control the line width, color, and style for individual elements in your plot.
A ____ tree is a tree in which each node has at most two children, which are referred to as the left child and the right child.
- Binary
- Octal
- Quad
- Ternary
A Binary Tree is a tree data structure where each node has at most two children, a left child and a right child. This data structure is commonly used in computer science and is fundamental to many algorithms and data structures.
A decorator in Python is a design pattern used to add new functionality to an object without altering its ____.
- attributes
- class
- methods
- structure
In Python, decorators are typically used to add new functionality to methods of a class without changing the method's name or signature. This is commonly used for tasks like logging, authorization, and caching.
A ____ algorithm guarantees to run in the same time (or space) for any input of the same size.
- Deterministic
- In-Place
- Non-Deterministic
- Stable
A Deterministic algorithm guarantees to run in the same time (or space) for any input of the same size. It is predictable and has consistent performance.
A ____ in Python is a collection of key-value pairs, where the keys must be immutable.
- Dictionary
- List
- Set
- Tuple
In Python, a dictionary is a collection of key-value pairs, where the keys must be immutable (and usually unique). Tuples are immutable, making them suitable for use as dictionary keys.
A ____ is a data structure that stores elements in a linear sequence but allows additions and removals only at the start.
- Array
- Linked List
- Queue
- Stack
A Stack is a data structure that follows the Last-In-First-Out (LIFO) principle, meaning the last element added is the first to be removed. It allows additions and removals at the start, making it suitable for managing function calls, undo functionality, and more.
A ____ is a linear data structure where the elements are arranged in a circular fashion.
- Linked List
- Queue
- Ring Buffer
- Stack
A "Ring Buffer" (or Circular Buffer) is a linear data structure where elements are stored in a circular manner. It has fixed-size storage and efficiently manages data by overwriting old data when full.
A ____ is a special type of binary tree where each node has a higher (or equal) value than its children.
- AVL Tree
- Binary Search Tree (BST)
- B-Tree
- Red-Black Tree
A Binary Search Tree (BST) is a special type of binary tree where each node has a higher (or equal) value than its children. This property allows for efficient searching, insertion, and deletion of elements.
A ____ is a type of binary tree where the tree automatically balances itself as items are inserted or removed.
- AVL Tree
- B-Tree
- Heap
- Red-Black Tree
A Red-Black Tree is a type of binary search tree that automatically balances itself during insertions and deletions to ensure the tree remains approximately balanced. This property ensures efficient search and insertion operations.
A ____ loop is used to iterate a block of code a specified number of times.
- do-while
- for
- repeat
- while
In Python, a for loop is commonly used to iterate over a sequence (such as a list) a specified number of times. The for loop iterates over the elements of the sequence, executing the block of code for each element.