handson-ml3
https://github.com/ageron/handson-ml3
Jupyter Notebook
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
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- Issues
- [QUESTION] availabilty of removed sections/appendices
- [IDEA] Add Open in GitHub Codespaces option
- Update `sparse` to `sparse_output`
- Add email.parser import to load_email()
- [BUG] Chapter 2, Dataframe.corr raises an exception when using pandas 2.0.0
- [IDEA] Chpater 2, Demonstrate outliers dropping
- [IDEA] Chapter 2, Improving the extra code for getting a uniform distribution for a feature.
- [BUG] Chapter 2, CV splits are not random as opposed to what is written
- [IDEA] Chapter 2, Add code demonstrating HalvingRandomSearchCV
- [BUG] Ch07 - Bagging and Pasting in Scikit-Learn, import numpy
- Docs
- Jupyter Notebook not yet supported