NumPy Library

  1. Array Aggregation and Statistics
    1. Basic Aggregation Functions
      1. sum()
        1. prod()
          1. mean()
            1. std()
              1. var()
                1. min()
                  1. max()
                    1. ptp()
                    2. Positional Functions
                      1. argmin()
                        1. argmax()
                          1. argwhere()
                            1. nonzero()
                              1. where()
                              2. Cumulative Functions
                                1. cumsum()
                                  1. cumprod()
                                    1. diff()
                                      1. gradient()
                                      2. Statistical Functions
                                        1. median()
                                          1. percentile()
                                            1. quantile()
                                              1. histogram()
                                                1. bincount()
                                                  1. corrcoef()
                                                    1. cov()
                                                    2. Axis-specific Operations
                                                      1. Specifying Axis Parameter
                                                        1. Multiple Axes
                                                          1. keepdims Parameter
                                                          2. Handling Missing Data
                                                            1. NaN-aware Functions
                                                              1. nansum()
                                                                1. nanmean()
                                                                  1. nanstd()
                                                                    1. nanvar()
                                                                      1. nanmin()
                                                                        1. nanmax()

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                                                                      7. Universal Functions (ufuncs)

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                                                                      9. Broadcasting