ageron/handson-ml3
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.
Jupyter NotebookApache-2.0
Issues
- 2
[BUG] Unable to run `docker compose` following the instructions: /opt/conda/envs/homl3/bin/jupyter directory missing
#142 opened by vasigorc - 0
[QUESTION]
#141 opened by Eyobs-droid - 0
[BUG] Chapter 10: number of output arguments of model.evaluate(...) for multiple outputs
#139 opened by thomas-haslwanter - 0
[BUG] Chapter 10: Syntax for saving/restoring keras model has changed
#140 opened by thomas-haslwanter - 0
Graphviz installation (Windows)
#137 opened by profjpbaugh - 0
[QUESTION] Figure 4-8
#136 opened by momodz16 - 2
Chapter 16: Downloading Shakespeare model: I get exception downloading the shakespeare_model
#123 opened by efakinpelu - 0
[QUESTION] Creating a Prediction Service on Vertex AI (chapter 19: training_and_deploying_at_scale.ipynb)
#135 opened by michabuehlmann - 1
- 0
- 1
[BUG] Ch08 - cmap wrong when plotting LLE figures
#108 opened by stojiljkoff - 1
[IDEA] Remove sharex=False in figure 2-13?
#78 opened by oscark22 - 1
[IDEA] Add instructions on how to build TF from source to make notebooks more accessible to those who have different GPUs
#129 opened by AdamLeBlanc - 1
[QUESTION] Clarification about likelihood and PDF
#122 opened by AlirezaTheH - 0
- 2
[QUESTION] Chapter 2: Definition of `similarities` is subject to information leakage?
#125 opened by liganega - 5
- 0
- 2
[QUESTION] Chapter 4 Exercise Question 12 - cost function with l2 regularization seems incorrect
#118 opened by wowthecoder - 2
[BUG] Docker image issue.
#109 opened by Wang0293 - 1
[BUG] Chapter 7 (07_ensemble_learning_and_random_forests) in Jupyter Notebook
#117 opened by DaveBhatt - 1
[QUESTION] CHAP18 Can't find the TF-Agent part
#121 opened by danny95928 - 1
https://homl.info/colab3
#113 opened by jcmondt - 3
Pulling for GPU does not work
#119 opened by tamjidul - 1
- 1
I can not find the solutions to the exercises at the end of each chapter going to https:///homl.info/colab3. Are they to be found elswhere?
#114 opened by jcmondt - 0
- 0
- 0
- 0
- 0
[IDEA] Chapter 2, Reduce multiple FutureWarning(s) when using KMeans with sklearn 1.3.1
#104 opened by eranr - 0
[IDEA] Chapter 2, Improving the extra code for getting a uniform distribution for a feature.
#103 opened by eranr - 0
[IDEA] Chpater 2, Demonstrate outliers dropping
#102 opened by eranr - 0
- 1
[IDEA] Ch. 2: DataFrame.corr update
#80 opened by hgato - 0
[BUG]
#91 opened by travisddavies - 0
[IDEA] Add Open in GitHub Codespaces option
#94 opened by craiglpeters - 0
- 0
[QUESTION] Chapter 14: `data_augmentation` for classification of flowers not actually used?
#90 opened by slievens - 0
- 0
[BUG] PCA SVD transpose missing bug
#88 opened by LittleCottage - 1
- 0
[BUG] OneHotEncoder error
#87 opened by lookbusy1344 - 1
- 0
- 0
[BUG] Chapter 14: `DepthPool` class does not work when the number of channels is not divisible by the `pool_size`
#83 opened by vaharoni - 0
- 1
- 0
[QUESTION] mybinder dosen't start for this repo
#77 opened by vanos001 - 0