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_toc.yml
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format: jb-book
root: README.md
options:
numbered: True
chapters:
- file: REAMDE.md
- file: book/pure_python/index.ipynb
sections:
# - file: book/pure_python/python_vs_rest.ipynb
- file: book/pure_python/strings.ipynb
- file: book/pure_python/dictionaries.ipynb
- file: book/pure_python/control_flow.ipynb
- file: book/pure_python/built_in.ipynb
- file: book/pure_python/utilities.ipynb
- file: book/data_manipulation/index.ipynb
sections:
- file: book/data_manipulation/importing_data.ipynb
- file: book/data_manipulation/pandas_global.ipynb
- file: book/data_manipulation/datasets.ipynb
- file: book/data_manipulation/time_series.ipynb
- file: book/data_visualization/index.ipynb
sections:
- file: book/data_visualization/matplotlib_tricks.ipynb
- file: book/data_visualization/seaborn_tricks.ipynb
- file: book/data_visualization/others.ipynb
- file: book/machine_learning/index.ipynb
sections:
- file: book/machine_learning/feature_engineering.ipynb
- file: book/machine_learning/sklearn_general.ipynb
- file: book/machine_learning/explainability.ipynb
- file: book/machine_learning/codeless_advice.ipynb
- file: book/machine_learning/subtle_tricks.ipynb
- file: book/machine_learning/ensembling.ipynb
- file: book/machine_learning/time_series.ipynb
- file: book/mlops/index.ipynb
sections:
- file: book/mlops/data_version_control.ipynb
- file: book/mlops/packaging.ipynb
- file: book/mlops/deployment.ipynb
- file: book/mlops/git.ipynb
- file: book/ecosystem/index.ipynb
sections:
- file: book/ecosystem/jupyter_lab.ipynb
- file: book/ecosystem/utilities.ipynb
- file: book/statistics/index.ipynb
sections:
- file: book/statistics/concepts.ipynb
- file: book/statistics/numpy_tricks.ipynb
- file: book/nlp/index.ipynb
sections:
- file: book/nlp/spaCy.ipynb
- file: book/gem_resources/index.ipynb
sections:
- file: book/gem_resources/pure_python.ipynb
- file: book/gem_resources/deep_learning.ipynb
- file: book/gem_resources/statistics.ipynb
- file: book/gem_resources/math.ipynb
- file: book/gem_resources/datasets.ipynb
- file: book/gem_resources/dataviz.ipynb
- file: book/gem_resources/mlops.ipynb
- file: book/gem_resources/classic_ml.ipynb
- file: book/gem_resources/command_line.ipynb
- file: book/gem_resources/interpretable_ai.ipynb
- file: book/gem_resources/nlp.ipynb
- file: book/gem_resources/non-category.ipynb
- file: book/julia_series/index.ipynb
sections:
- file: book/julia_series/installation.ipynb