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
- [BUG] Chapter 4 - the regularization lack of data in the book
- [QUESTION] why in chapter 4 code example in colab A is not Identity matrix?
- [BUG]tensorflow cannot find GPU with "docker-compose up", but it works with "docker run". nvidia-smi shows GPU with cuda version error.
- Figure 16-2
- [BUG]Chapter 11 of the book contains incorrect content
- [BUG] Chapter 13: Solution to Exercise 10 might have an issue (paragraph e)
- [BUG] Chapter 14: `DepthPool` class does not work when the number of channels is not divisible by the `pool_size`
- [BUG] Chapter 15: TypeError in code for Figure 15-8
- [BUG] OneHotEncoder error
- [BUG] PCA SVD transpose missing bug
- Docs
- Jupyter Notebook not yet supported