pymlutil 0.0.73

Python Machine Learning Utilities

pymlutil

Python Machine Learning utilities:

functions

GaussianBasis

Computes a unit height gaussian bell curve function
$ GaussianBasis(x, zero, sigma) = e^{-\frac{(x-zero)^2}{2*sigma^2}} $ \

• x : function input
• zero : location of the peak center
• sigma: curve with or standard deviation

def GaussianBasis(x, zero=0.0, sigma=0.33)

Example:

x = np.arange(-2.0, 2.0, 0.01) 
y = GaussianBasis(torch.tensor(x))
plt.plot(x, y)
plt.show()

imutial

jsonutil

metrics

s3

torch_util

version

workflow

Packaging Python Projects How to Publish an Open-Source Python Package to PyPI

• Install twine:

  pip3 install twine
  

• Build whl:

  py setup.py sdist bdist_wheel
  

• Upload package to pipy

  twine upload dist/*
  

pymlutil

• Load package into project

  pip3 install --upgrade pymlutil
  

• Include pymlutil into project

from pymlutil import *

Notes