Nikolaos Perrakis

Pandas data type 'string' not understood

5

**Describe the bug** Running the Quickstart results in an error **To Reproduce** Steps to reproduce the behavior: Runing: ``` import pandas as pd import nannyml as nml from IPython.display import...

* nannyml version: 0.3.1 2a46c7aee39a898de17d8ae24b10d6888802eeb5 * Python version: 3.10 * Operating System: Fedora ### Description `doc8` package does not get installed ### What I Did Run tests after creating a...

Below is a reproducible code for the error. The cells with `# NB code` are code blocks while the other are jupyter outputs. ``` # NB code import numpy as...

**Describe the bug** When using chunk_count as a chunker option in realized performance dates are ignored in results and plots. **To Reproduce** The results are reproduced with the following code:...

**Describe the bug** The thresholds and confidence bands for some regression metrics can  What is wrong with the above plot? - The lower threshold for performance change is below...

nannyml can confuse months with days on some rows of a dataset

2

**Describe the bug** NannyML gets the month and the date values wrong and can make a date of 01-09-2018 (1st September 2018) be thought of 09-01-2018 (9th January 2018). **To...

Standard Deviation stat failes on columns with only one value

4

**Describe the bug** When a column has only one value the standard deviation is 0. This causes summary_stats_std sampling error to fail (division by 0). Ideally we would fail gracefully...

Confidence Intervals for Missing Values shouldn't go below 0

6

https://nannyml.readthedocs.io/en/v0.9.0/_images/missing-titanic-Embarked.svg

Chunk Index inconsistency between hover and x-axis

3

**Describe the bug** The x-axis chunk index and the hover chunk index do not have the same numbers when plotting both reference and analysis. x-axis when using chunk_count (and other...