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reveurmichael committed Feb 27, 2024
2 parents c469845 + 1f9bf56 commit 2e30afa
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4 changes: 3 additions & 1 deletion open-machine-learning-jupyter-book/_config.yml
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Expand Up @@ -76,6 +76,7 @@ launch_buttons:
colab_url: "https://colab.research.google.com"
thebe: true # there is issues for now, https://github.com/ocademy-ai/machine-learning/issues/46


sphinx:
config:
html_favicon: favicon.ico
Expand All @@ -87,4 +88,5 @@ sphinx:
- sphinxcontrib.tikz
- sphinxcontrib.blockdiag
- sphinxcontrib.drawio
- sphinxcontrib.quizdown
- sphinxcontrib.quizdown

12 changes: 7 additions & 5 deletions open-machine-learning-jupyter-book/_toc.yml
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Expand Up @@ -51,20 +51,19 @@ parts:
numbered: True
chapters:
- file: ml-fundamentals/ml-overview.ipynb
- file: ml-fundamentals/ml-summary.ipynb
## - file: ml-fundamentals/ml-summary.ipynb
- file: ml-fundamentals/regression/regression-models-for-machine-learning
sections:
- file: ml-fundamentals/regression/tools-of-the-trade
- file: ml-fundamentals/regression/managing-data
- file: ml-fundamentals/regression/linear-and-polynomial-regression
- file: ml-fundamentals/regression/logistic-regression
- file: ml-fundamentals/build-a-web-app-to-use-a-machine-learning-model.ipynb
- file: ml-fundamentals/classification/getting-started-with-classification
sections:
- file: ml-fundamentals/classification/introduction-to-classification
- file: ml-fundamentals/classification/more-classifiers
- file: ml-fundamentals/classification/yet-other-classifiers
- file: ml-fundamentals/classification/applied-ml-build-a-web-app
- file: ml-fundamentals/build-a-web-app-to-use-a-machine-learning-model
- file: ml-fundamentals/parameter-optimization/parameter-optimization
sections:
- file: ml-fundamentals/parameter-optimization/loss-function.ipynb
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- file: assignments/ml-fundamentals/ml-logistic-regression-1
- file: assignments/ml-fundamentals/ml-logistic-regression-2
- file: assignments/ml-fundamentals/ml-neural-network-1
# - file: assignments/ml-fundamentals/build-an-ml-web-app-1
# - file: assignments/ml-fundamentals/build-an-ml-web-app-2
- file: assignments/ml-fundamentals/build-ml-web-app-1
- file: assignments/ml-fundamentals/build-ml-web-app-2
- file: assignments/ml-fundamentals/regression-tools
- file: assignments/ml-fundamentals/managing-data
- file: assignments/ml-fundamentals/exploring-visualizations
Expand All @@ -194,6 +193,7 @@ parts:
- file: assignments/ml-advanced/model-selection/dropout-and-batch-normalization
- file: assignments/ml-advanced/model-selection/lasso-and-ridge-regression
- file: assignments/ml-advanced/model-selection/regularized-linear-models
- file: assignments/ml-advanced/unsupervised-learning/customer-segmentation-clustering.ipynb
- file: assignments/ml-advanced/ensemble-learning/random-forests-intro-and-regression
- file: assignments/ml-advanced/ensemble-learning/random-forests-for-classification
- file: assignments/ml-advanced/ensemble-learning/beyond-random-forests-more-ensemble-models
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- file: assignments/deep-learning/dqn/dqn-on-foreign-exchange-market
- file: assignments/deep-learning/gan/art-by-gan
- file: assignments/deep-learning/gan/gan-introduction
- file: assignments/deep-learning/difussion-model/denoising-difussion-model
- file: assignments/deep-learning/object-detection/car-object-detection
- file: assignments/deep-learning/overview/basic-classification-classify-images-of-clothing
- file: slides/introduction
sections:
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