ext-distributions 1.0

Gaussian distributions and Binomial distributions

##ext-distributions

Package currently supports calculation and visualization of binomial and gaussian distributions

Installation

Use the package manager pip to install ext_distributions.

pip install ext-distributions

Usage Gaussian distribution

from ext_distributions import Gaussian

gaussian = Gaussian()
gaussian.read_data_file('filename')#The txt file should have one number (float) per line
gaussian.plot_histogram()#Output's a histogram of current data file
gaussian.plot_histogram_pdf()#plot the normalized histogram of the data and a plot of the probability density function along the same range

Usage Binomial distribution

from ext_distributions import Binomial

binomial = Binomial()
binomial.read_data_file('filename')#The txt file should should contain only 0 or 1 per line(1=positive case)
binomial.replace_stats_with_data()#updates mean and standard deviation(do use it after reading a text file)
binomial.plot_bar()#Output's a bargraph of current data file
binomial.plot_bar_pdf()#Plot's the pdf of the binomial distribution

Usage Other

#Adding of two gaussian objects
gaussian_three = gaussian_one + gaussian_two

#Adding of two binomial objects with same probability(p) value
binomial_three = binomial_one + binomial_two

License

MIT