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update with sklearn
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nickeubank committed Nov 14, 2023
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- `Regression Diagnostics <https://www.statsmodels.org/stable/examples/notebooks/generated/regression_diagnostics.html>`_
- `Regression Plots <https://www.statsmodels.org/stable/examples/notebooks/generated/regression_plots.html>`_
- `Patsy: Differences from R <https://patsy.readthedocs.io/en/latest/R-comparison.html>`_",- `Link <exercises/Exercise_statsmodels.ipynb>`_
"Tues, Nov 14",- Machine Learning with sckikit-learn,"- JVP Chapter 5 up to ""Hyperparameters and Model Validation"" Section (pp 331 - 359)",
"Tues, Nov 14",- Machine Learning with sckikit-learn,"- JVP Chapter 5 up to ""Hyperparameters and Model Validation"" Section (pp 331 - 359)",- `Link <exercises/Exercise_sklearn.ipynb>`_
"Thurs, Nov 16","- Defining Your Own Estimators
- Regex","- Review linear regression as matrix manipulations. `Here's a nice review. <https://www.stat.purdue.edu/~boli/stat512/lectures/topic3.pdf>`_
- `Review how to define classes <https://realpython.com/python3-object-oriented-programming/>`_
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