NumPy Library

  1. Universal Functions (ufuncs)
    1. Ufunc Fundamentals
      1. Vectorization Concept
        1. Element-wise Operations
          1. Broadcasting in Ufuncs
            1. Output Arrays and Parameters
            2. Mathematical Ufuncs
              1. Basic Arithmetic
                1. add()
                  1. subtract()
                    1. multiply()
                      1. divide()
                        1. power()
                          1. mod()
                            1. remainder()
                            2. Trigonometric Functions
                              1. sin()
                                1. cos()
                                  1. tan()
                                    1. arcsin()
                                      1. arccos()
                                        1. arctan()
                                          1. arctan2()
                                            1. hypot()
                                            2. Exponential and Logarithmic
                                              1. exp()
                                                1. exp2()
                                                  1. expm1()
                                                    1. log()
                                                      1. log2()
                                                        1. log10()
                                                          1. log1p()
                                                          2. Power and Root Functions
                                                            1. sqrt()
                                                              1. square()
                                                                1. cbrt()
                                                                  1. reciprocal()
                                                                  2. Rounding Functions
                                                                    1. round()
                                                                      1. rint()
                                                                        1. floor()
                                                                          1. ceil()
                                                                            1. trunc()
                                                                              1. fix()
                                                                            2. Comparison Ufuncs
                                                                              1. equal()
                                                                                1. not_equal()
                                                                                  1. less()
                                                                                    1. less_equal()
                                                                                      1. greater()
                                                                                        1. greater_equal()
                                                                                          1. logical_and()
                                                                                            1. logical_or()
                                                                                              1. logical_not()
                                                                                                1. logical_xor()
                                                                                                2. Bitwise Operations
                                                                                                  1. bitwise_and()
                                                                                                    1. bitwise_or()
                                                                                                      1. bitwise_xor()
                                                                                                        1. bitwise_not()
                                                                                                          1. left_shift()
                                                                                                            1. right_shift()
                                                                                                            2. Ufunc Methods
                                                                                                              1. reduce()
                                                                                                                1. accumulate()
                                                                                                                  1. reduceat()
                                                                                                                    1. outer()
                                                                                                                    2. Custom Ufuncs
                                                                                                                      1. frompyfunc()
                                                                                                                        1. vectorize()

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                                                                                                                      6. Array Manipulation and Reshaping

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                                                                                                                      8. Array Aggregation and Statistics