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Signed-off-by: Niels Nuyttens <[email protected]>
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nnansters committed Jan 24, 2023
1 parent 4855f0a commit 8e8c606
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2 changes: 1 addition & 1 deletion .bumpversion.cfg
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[bumpversion]
current_version = 0.8.1
current_version = 0.8.2
commit = True
tag = True

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8 changes: 4 additions & 4 deletions README.md
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Expand Up @@ -69,15 +69,15 @@ Allowing you to have the following benefits:
| 🔬 **[Technical reference]** | Monitor the performance of your ML models. |
| 🔎 **[Blog]** | Thoughts on post-deployment data science from the NannyML team. |
| 📬 **[Newsletter]** | All things post-deployment data science. Subscribe to see the latest papers and blogs. |
| 💎 **[New in v0.8.1]** | New features, bug fixes. |
| 💎 **[New in v0.8.2]** | New features, bug fixes. |
| 🧑‍💻 **[Contribute]** | How to contribute to the NannyML project and codebase. |
| <img src="https://raw.githubusercontent.com/NannyML/nannyml/main/media/slack.png" height='15'> **[Join slack]** | Need help with your specific use case? Say hi on slack! |

[NannyML 101]: https://nannyml.readthedocs.io/en/stable/
[Performance Estimation]: https://nannyml.readthedocs.io/en/stable/how_it_works/performance_estimation.html
[Key Concepts]: https://nannyml.readthedocs.io/en/stable/glossary.html
[Technical Reference]:https://nannyml.readthedocs.io/en/stable/nannyml/modules.html
[New in v0.8.1]: https://github.com/NannyML/nannyml/releases/latest/
[New in v0.8.2]: https://github.com/NannyML/nannyml/releases/latest/
[Real World Example]: https://nannyml.readthedocs.io/en/stable/examples/california_housing.html
[Blog]: https://www.nannyml.com/blog
[Newsletter]: https://mailchi.mp/022c62281d13/postdeploymentnewsletter
Expand Down Expand Up @@ -197,13 +197,13 @@ univariate_calculator = univariate_calculator.fit(reference)
univariate_results = univariate_calculator.calculate(analysis)
# Plot drift results for all continuous columns
figure = univariate_results.filter(
column_names=univariate_results.continuous_column_names,
column_names=univariate_results.continuous_column_names,
methods=['jensen_shannon']).plot(kind='drift')
figure.show()
# Plot drift results for all categorical columns
figure = univariate_results.filter(
column_names=univariate_results.categorical_column_names,
column_names=univariate_results.categorical_column_names,
methods=['chi2']).plot(kind='drift')
figure.show()
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2 changes: 1 addition & 1 deletion nannyml/__init__.py
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# Dev branch marker is: 'X.Y.dev' or 'X.Y.devN' where N is an integer.
# 'X.Y.dev0' is the canonical version of 'X.Y.dev'
#
__version__ = '0.8.1'
__version__ = '0.8.2'

import logging

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2 changes: 1 addition & 1 deletion pyproject.toml
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[tool]
[tool.poetry]
name = "nannyml"
version = "0.8.1"
version = "0.8.2"
homepage = "https://github.com/nannyml/nannyml"
description = "NannyML, Your library for monitoring model performance."
authors = ["Niels Nuyttens <[email protected]>"]
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