py50 v1.0.10

Bug fixes 🪲

• Modified curve_plot() to handle a table with multiple queries in name_col param
• Add a "query" param to curve_plot(). Only needed if response_col param is a list

py50 v1.0.9

Updates

Major updates to incorporate statannotations v0.7! This includes
compatibility with recent versions of pandas and seaborn.

• Included statannotations v0.7 as a dependency.
• Removed py50-statannotations as a dependency.
• Refactored single_curve_plot() to curve_plot()
• For dose-response curves, response_col can now be a string or a list of strings (column headers). This will average
  the values internally before performing the IC50 calculations.

Bug fixes 🪲

• Reformated code under stats.py for readability
• Updated code in _lineplot for future use
• Corrected warning messages appearing in stats.py
• Refactored param "output_file" to "savefig" for curve plots

py50 v1.0.8

Updates

Minor update for minor features. The following has been added:

• Option to convert x-axis to picomolar (pM) scale.
• Update how modules are imported for readability.

Bug fixes 🪲

• Fixed calculate_pic50 label for pM

py50 v1.0.6

Updates

Bug fixes

Dependencies were changed to try to force the correct installation to the py50-streamlit application. This did not work for py50-streamlit. I have discovered the issue and issued a fix. In the meantime, the py50 v1.0.6 was only modified for PyPI installation. All underlying code have remained the same.

py50 v1.0.4

Updates

Minor update to fix bugs. During the py50-streamlit application updates,
several errors were encountered for during my
sample data. This has been corrected in py50. The py50-streamlit application will be updated shortly.

Bug fixes 🪲

• Corrected pair generation if the groups in the subgroup column contain hyphens.

Py50 v1.0.3

Updates

Minor quality of life update.

All plots now include a hide_ns parameter. This will automatically hide pairs that are labeled as
n.s. (not significant) from the plot.

Bug fixes 🪲

• Corrected a few typos for the documentation

py50 v1.0.2

Bug fixes 🪲

• Included dependencies with installatoin. This includes:
  • seaborn = <0.12.0
  • scikit-posthocs = >=0.7.0
  • pingouin = >=0.5.4
  • statannotations >=0.6.0

py50 v1.0.0

Release Notes

A great milestone has been reached!🎉

The release of py50 v1.0 includes the main ideas and concepts I first envisioned for the
project. Future work will include refactoring the code for maintainability and bug fixes. Updates to the Streamlit web
application will be undertaken next. As always, if there are suggestions for improvement, feel free to share!

Updates

Calculate Statistics
Need to calculate significance to data? You're in luck. py50 now includes statistical calculations! Special thanks must
be given to the maintainers and contributors of the Pingouin package. Py50 now includes a wrapper for some of
Pingouin's features. Pingouin was chosen for its friendliness with Pandas dataframes.

Plot Statistic Results with Annotations!
The calculations can now be used to annotate plots! To achieve this, py50 has wrapped functions from Statannotations.
This will allow quick plotting of the results on a Seaborn plot. Special thanks to the maintainers and contributors to
Statannotations!

Minor Changes

• Updated parameters for consistency.
• Added parameters in class initializers in Calculator() and PlotCurve()
• Update tutorials to demo code. Check them out here!

py50 v0.3.6

Release Notes py50 v0.3.6

Bug fixes 🪲

Calculator

• Modified the initial guesses for curve fitting for the 4PL equation. Previously input assumed IC50 value to be 1.0. The initial guesses have been modified as follows:
  • Max response
  • Min response
  • 0.5 * (max(response) + min(response))
  • slope (1.0)

py50 v0.3.4

Release Notes py50 v0.3.4

Bug fixes 🪲

Calculator

• Increased maxfev to allow more calls to the curvefit() function