Gaussian and Binomial distributions
Project description
gabid package
This package implements the Gaussian and Binomial Distributions providing the following capabilities:
- Compute the mean and standard deviation given a file with all the samples
- Compute the pdf
- Allows to add two of the kind
For Gaussian distribution only:
- Plot histogram
- Plot histogram pdf
For Binomial distribution only:
- Plot bar
- Plot bar pdf
Installation
To start using this package just type: pip install gabid
Files
This package provides three classes: Distribution, Gaussian and Binomial.
The Distribution class is only used to read all the values from a txt file and convert them into a list.
Both Gaussian and Binomial inherit from this class.
Quick start
See Gaussian example:
gaussian = Gaussian(25, 2)
gaussian.read_data_file('numbers.txt') # numbers.txt is a txt with all the samples
gaussian.calculate_mean() # to recompute mean according to the data in the txt
gaussian.calculate_stdev() # to recompute standard deviation according to the data in the txt
gaussian.pdf(25) # to compute the pdf of a value
References
Used resources
Contributors
License
© Copyright 2019 by Sara Garci. All rights reserved.
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