v0.2.0

Welcome to Cytomulate v0.2.0! Hooray! We are not only bringing documentation enhancements, but we
are also introducing a new feature for more accurate simulations!

Changes and New Features

• The utilities.univariate_noise_model() method:
  • Added half_normal option to the noise_distribution parameter
  • Changed the default noise_distribution to uniform (This is a breaking change because of the benefits to simulated results).
  • A warning is given when no user-specified noise_distribution is supplied to warn the breaking change
• Added the utilities.estimate_noise_model() method to estimate the noise present in the data
• Added a built-in estimation procedure to match the amount of zeroes observed in the dataset

Improvements

• Added 4 more detailed tutorials on our documentation website
• Improved docstrings with more details on key parameters
• Updated the latest references and links