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DataSafari v1.0.0

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@ETA444 ETA444 released this 12 Jul 19:35
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v1.0.0
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ETA444 George Dreemer
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DataSafari 1.0.0

This marks the release of DataSafari v1.0.0. DataSafari simplifies complex data science tasks into straightforward, powerful one-liners. Whether you're exploring data, evaluating statistical assumptions, transforming datasets, or building predictive models, DataSafari provides all the tools you need in one package.

Key Features in v1.0.0:

  • Explorers: Dive deep into your data with enhanced exploratory functions like explore_df(), explore_num(), and explore_cat(), designed to provide a detailed analysis of data distributions, outliers, and variable characteristics.
  • Transformers: Prepare your data with advanced transformation capabilities, including transform_num() and transform_cat(), ensuring your datasets are clean and optimized for further analysis.
  • Evaluators: Verify data assumptions with our robust evaluative modules like evaluate_normality() and evaluate_variance(), essential for rigorous statistical analysis.
  • Predictors: Simplify model building and hypothesis testing with automated functions such as predict_hypothesis() and predict_ml(), which streamline the entire data processing and model selection workflow.

For a more detailed overview, visit DataSafari's documentation.

Thank you very much for taking the time to explore DataSafari, it really means a lot!

I would love to hear your feedback, you can always message me on my Website or LinkedIn.

- George

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