NumPy Library

  1. Random Number Generation
    1. Random Module Overview
      1. Legacy RandomState
        1. New Generator API
          1. Default Random Number Generator
          2. Simple Random Data
            1. random()
              1. rand()
                1. randn()
                  1. randint()
                    1. random_integers()
                    2. Array Sampling and Permutation
                      1. choice()
                        1. shuffle()
                          1. permutation()
                          2. Probability Distributions
                            1. Continuous Distributions
                              1. uniform()
                                1. normal()
                                  1. exponential()
                                    1. gamma()
                                      1. beta()
                                        1. chi2()
                                          1. f()
                                            1. t()
                                            2. Discrete Distributions
                                              1. binomial()
                                                1. poisson()
                                                  1. geometric()
                                                    1. hypergeometric()
                                                      1. negative_binomial()
                                                    2. Random Generator Control
                                                      1. Seeding
                                                        1. seed()
                                                          1. SeedSequence
                                                          2. Random State Management
                                                            1. Reproducibility
                                                            2. Multivariate Distributions
                                                              1. multivariate_normal()
                                                                1. multinomial()
                                                                  1. dirichlet()

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                                                                12. File Input and Output