NumPy Library

  1. Indexing and Slicing
    1. Basic Indexing
      1. Single Element Access
        1. 1-D Array Indexing
          1. Multi-dimensional Indexing
            1. Negative Indexing
            2. Multiple Element Access
              1. Tuple Indexing
                1. Ellipsis Usage
              2. Basic Slicing
                1. Slice Notation
                  1. start:stop:step Syntax
                    1. Default Values
                    2. 1-D Array Slicing
                      1. Multi-dimensional Slicing
                        1. Row Slicing
                          1. Column Slicing
                            1. Submatrix Extraction
                            2. Slice Assignment
                            3. Advanced Indexing
                              1. Boolean Array Indexing
                                1. Creating Boolean Masks
                                  1. Conditional Selection
                                    1. Combining Multiple Conditions
                                      1. Boolean Assignment
                                      2. Integer Array Indexing
                                        1. Fancy Indexing Basics
                                          1. Multi-dimensional Fancy Indexing
                                            1. Combining with Slicing
                                              1. Index Arrays and Broadcasting
                                            2. Views vs. Copies
                                              1. Understanding Views
                                                1. When Copies are Created
                                                  1. Explicit Copy Creation
                                                    1. Memory Implications

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                                                  4. Array Creation Techniques

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                                                  6. Array Manipulation and Reshaping