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@@ -72,6 +72,7 @@ git clone https://github.com/khuyentran1401/Data-science
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| DeepDiff — Recursively Find and Ignore Trivial Differences Using Python | [🔗](https://towardsdatascience.com/deepdiff-recursively-find-and-ignore-trivial-differences-using-python-231a5524f41d) | [🔗](https://github.com/khuyentran1401/Data-science/blob/master/productive_tools/deepdiff_example.ipynb)
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| Checklist — Behavioral Testing of NLP Models | [🔗](https://towardsdatascience.com/checklist-behavioral-testing-of-nlp-models-491cf11f0238) | [🔗](https://github.com/khuyentran1401/Data-science/blob/master/nlp/checklist/checklist_examples.ipynb)
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| How to Create Fake Data with Faker | [🔗](https://towardsdatascience.com/how-to-create-fake-data-with-faker-a835e5b7a9d9) | [🔗](https://deepnote.com/launch?url=https://github.com/khuyentran1401/Data-science/blob/master/data_science_tools/faker.ipynb) |
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| Hypothesis and Pandera: Generate Synthesis Pandas DataFrame for Testing | [🔗](https://towardsdatascience.com/hypothesis-and-pandera-generate-synthesis-pandas-dataframe-for-testing-e5673c7bec2e) | [🔗](https://github.com/khuyentran1401/Data-science/tree/master/data_science_tools/pandera_hypothesis) |
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# Productive Tools
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