boring_math.probability_distributions

Modules

• datasets
  • DataSet
    • DataSet.__init__()
    • DataSet.__weakref__
    • DataSet.read_data_from_file()
  • DataSets
    • DataSets.__init__()
    • DataSets.__weakref__
• distribution
  • ContDist
    • ContDist.__add__()
    • ContDist.__init__()
    • ContDist.__weakref__
    • ContDist.cdf()
    • ContDist.pdf()
  • DiscreteDist
    • DiscreteDist.__init__()
    • DiscreteDist.__weakref__
• boring_math.probability_distributions.distributions
  • normal
    • Normal
      • Normal.__add__()
      • Normal.__init__()
      • Normal.__repr__()
      • Normal.cdf()
      • Normal.pdf()
  • uniform
    • Uniform
      • Uniform.__add__()
      • Uniform.__init__()
      • Uniform.__repr__()
      • Uniform.cdf()
      • Uniform.pdf()
  • binomial
    • Binomial Distribution
    • Binomial
      • Binomial.__add__()
      • Binomial.__init__()
      • Binomial.__repr__()
      • Binomial.__str__()
      • Binomial.calculate_mean()
      • Binomial.calculate_stdev()
      • Binomial.cdf()
      • Binomial.pdf()
      • Binomial.plot_bar_data()
      • Binomial.plot_bar_pdf()
      • Binomial.replace_stats_from_dataset()
  • Continuous Distributions
  • Discrete Distributions

Visualize probability distributions

Distributions can be compared to either sample or population data. Package originally derived from a Udacity exercise.

• Class Dataset

  • boring_math.probability_distributions.dataset

    • contains either sample or population data

    • generates sample/population statistics

• Abstract Class Distribution

  • boring_math.probability_distributions.distribution

    • represents a probability distribution

• Concrete Distributions

  • bm.probability_distributions.distributions