StatisticalDistributions

statDistros

statDistros is a Python library for dealing with various statistical distributions. Now it provides various statistical calculations for Gaussian and Binomial Distributions only. Users can also plot Probability Density Functions with it.

Installation

Use the package manager pip to install foobar.

pip install statDistros

Usage

import statDistros

# returns a Gaussian Distribution Object
*Gaussian class takes two positional arguements - mean, standard deviation of the distribution*
gaussian_1 = statDistros.Gaussian(25, 4)

# read data
gaussian_1.read_data_file(filename)
*reads data from a text file containing a data in each line*

#calculate mean and S.D of the new data
gaussian_1.calculate_mean()
gaussian_1.calculate_stdev(sample=False) #if the data is a sample or not

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

MIT