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mkdocs.yml
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site_name: Study Notes & Demos
copyright: Copyright © 2021-2023 Alex Ioannides
repo_url: https://github.com/AlexIoannides/notes-and-demos
repo_name: alexioannides/notes-and-demos
docs_dir: demos
site_dir: docs
nav:
- About: README.md
- Home @ alexioannides.com: 'https://alexioannides.com'
- Data Science:
- PyTorch:
- pytorch/README.md
- Demo Requirements: pytorch/docs/demo_requirements.md
- Tensor Manipulation: pytorch/tensors.ipynb
- Creating Custom Data Loaders: pytorch/datasets.ipynb
- Linear Regression with SGD: pytorch/linear_regression_sgd.ipynb
- Logistic Regression with SGD: pytorch/logistic_regression_sgd.ipynb
- Deep Learning: pytorch/MNIST.ipynb
- PyTorch Lightning: pytorch/MNIST_pytorch_lightning.ipynb
- JAX:
- jax/README.md
- Demo Requirements: jax/docs/demo_requirements.md
- Introduction to JAX: jax/introduction_to_jax.ipynb
- Linear Regression with SGD: jax/linear_regression.ipynb
- Deep Learning with Flax: jax/mnist_with_flax_and_optax.ipynb
- SpaCy:
- spacy/README.md
- Demo Requirements: spacy/docs/demo_requirements.md
- NLP Pipelines for Beginners: spacy/spacy_101.ipynb
- ML Engineering:
- DVC:
- dvc/README.md
- Demo Requirements: dvc/docs/demo_requirements.md
- Dataset Versioning: dvc/data_and_model_versioning.ipynb
- DVC Pipelines:
- dvc-pipelines/README.md
- Demo Requirements: dvc-pipelines/docs/demo_requirements.md
- Example Pipeline: dvc-pipelines/docs/example_pipeline.md
- Tracking Pipeline Artefacts: dvc-pipelines/dvc_pipelines.ipynb
- MLflow:
- mlflow/README.md
- Demo Requirements: mlflow/docs/demo_requirements.md
- mnaging the ML Lifecycle: mlflow/mlflow_basics.ipynb
- Data Engineering:
- Dagster:
- dagster/README.md
- Demo Requirements: dagster/docs/demo_requirements.md
- Example Pipeline: dagster/docs/example_pipeline.md
- Testing Pipelines: dagster/docs/testing_pipelines.md
- Repos & Worskpaces: dagster/docs/repos_and_workspaces.md
- Ibis:
- ibis/README.md
- Demo Requirements: ibis/docs/demo_requirements.md
- Intertcting with Data: ibis/ibis_introduction.ipynb
- SQL Alchemy:
- sqlalchemy/README.md
- Demo Requirements: sqlalchemy/docs/demo_requirements.md
- Defining Data Models: sqlalchemy/docs/data_models.md
- ORM Basics: sqlalchemy/sql-alchemy-basics.ipynb
- Software Engineering:
- Pydantic:
- pydantic/README.md
- Demo Requirements: pydantic/docs/demo_requirements.md
- Defining a Data Model: pydantic/docs/define_data_model.md
- Validating Runtime Data: pydantic/docs/validating_runtime_data.md
plugins:
- mkdocs-jupyter:
include: ["*.ipynb"]
theme:
name: material
palette:
scheme: slate
primary: green
features:
- navigation.indexes
- navigation.instant
- navigation.sections
- navigation.top
icon:
logo: octicons/terminal-24
markdown_extensions:
- admonition
- attr_list
- def_list
- toc:
permalink: true
toc_depth: 2
- pymdownx.arithmatex:
generic: true
- pymdownx.details
- pymdownx.emoji:
emoji_index: !!python/name:materialx.emoji.twemoji
emoji_generator: !!python/name:materialx.emoji.to_svg
- pymdownx.highlight
- pymdownx.inlinehilite
- pymdownx.snippets
- pymdownx.superfences
- pymdownx.tabbed
- pymdownx.tasklist:
custom_checkbox: true
extra:
social:
- icon: fontawesome/brands/github
link: https://github.com/AlexIoannides
- icon: fontawesome/brands/twitter
link: https://twitter.com/ioannides_alex
- icon: fontawesome/brands/linkedin
link: https://www.linkedin.com/in/alexioannides/