Omnipyseed is a minimal Python package that seeds all the basic Random Number Generators (RNGs) in a Python script. The purpose of omnipyseed is to simplify the process of seeding numerical simulations which use packages such as Numpy and Pytorch.

omnipyseed does not depend on any non-essential Python package.

You can install omnipyseed using pip:

pip3 (or pip) install omnipyseed

Or you can clone this repository to any of your local directories and install it from there.

$ git clone https://github.com/gdetor/omnipyseed.git
$ cd omnipyseed/
$ pip install .

import numpy as np
from omnipyseed import set_manual_seeds    # import the seeding module from omnipyseed


if __name__ == '__main__':
    set_manual_seeds.universal_seed(13)     # call the universal_seed function to seed
                                            # Python and Numpy
    x = np.linspace(-1, 1, 10)
    y = np.sin(2*np.pi*5*x)
    print(y)

Please do not use omnipyseed if you'd like to use different random states for different random parts of your project. Instead you should instantiate generator objects with a seed and pass it around (e.g., numpy.random.default_rng(seed)).