Website: https://the-examples-book.com (main branch)
Supplementary material for solving projects assigned in The Data Mine, Purdue University's integrative data science initiative. The "core" book can be found at https://the-examples-book.com. Complementary materials are available as appendices at the following URLs:
- Containerization and Kubernetes Deployment: https://the-examples-book.com/starter-guides/data-engineering/containers/intro-to-containers
- Prodigy Annotation Tool: https://the-examples-book.com/starter-guides/data-science/data-analysis/nlp/prodigy
- Geospatial Analytics: https://the-examples-book.com/starter-guides/data-science/data-analysis/gis
- Data Visualization: https://the-examples-book.com/starter-guides/data-visualiation/introduction-data-visualization
- Natural Language Processing: https://the-examples-book.com/starter-guides/data-science/data-analysis/nlp/introduction-nlp
- MATLAB: https://the-examples-book.com/starter-guides/tools-and-standards/matlab/introduction-matlab
- Time Series: https://the-examples-book.com/starter-guides/data-science/data-analysis/time-series
- Projects Archive: https://the-examples-book.com/projects
- Corporate Partners Information: https://the-examples-book.com/crp
- Anvil Resources & Guides: https://the-examples-book.com/starter-guides/anvil/
- Registration: https://the-examples-book.com/registration
- Think Summer: https://the-examples-book.com/think-summer
You can learn more about The Data Mine using the following links:
- The Data Mine website
- Introducing The Data Mine at Purdue University
- 2022 poster symposium
- 2021 poster symposium
- 2020 poster symposium
- Our team
Thank you for those that have already contributed. If you have an ignored issue or pull request, please know we are going to get to it and we really appreciate your patience.
Here is our guide on how to contribute. Please feel free to start a discussion or open up an issue.
This book is written using AsciiDoc. AsciiDoc is an open and powerful format for writing notes, text documents, books, etc. It is easy to write technical documentation in AsciiDoc, and quickly convert the text to various mediums like websites, ebooks, pdfs, etc.
Search is handled by Meilisearch. For this repository -- the core book -- the following GitHub Action job automatically builds, deploys, and updates the search index. There is no additional work that must be done when a change is made to this repository.
on:
push:
branches:
- main
jobs:
build:
runs-on: ubuntu-20.04
steps:
- uses: actions/checkout@v2
- name: Wait for CF Pages
id: cf-pages
uses: WalshyDev/cf-pages-await@v1
with:
accountEmail: ${{ secrets.CLOUDFLARE_ACCOUNT_EMAIL }}
apiKey: ${{ secrets.CLOUDFLARE_GLOBAL_API_KEY }}
accountId: 'c07da5a4aa8d50689311ae57df77e3a6'
project: 'the-examples-book'
# Add this if you want GitHub Deployments (see below)
githubToken: ${{ secrets.GITHUB_TOKEN }}
run-scraper:
needs: build
runs-on: ubuntu-20.04
steps:
- name: Clone TheDataMine/docs-scraper
uses: actions/checkout@v2
with:
repository: TheDataMine/docs-scraper
- name: Install pipenv
run: |
python3 -m pip install --upgrade pipenv wheel
- id: cache-pipenv
uses: actions/cache@v1
with:
path: ~/.local/share/virtualenvs
key: ${{ runner.os }}-pipenv-${{ hashFiles('**/Pipfile.lock') }}
- name: Install dependencies
if: steps.cache-pipenv.outputs.cache-hit != 'true'
run:
pipenv install
- name: Run docs-scraper
env:
MEILISEARCH_HOST_URL: ${{ secrets.MEILISEARCH_HOST_URL }}
MEILISEARCH_API_KEY: ${{ secrets.MEILISEARCH_API_KEY }}
run: |
pipenv run ./docs_scraper ./the-examples-book.config.json
purge-cf-cache:
needs: build
runs-on: ubuntu-20.04
steps:
- name: Purge Cloudflare cache
uses: jakejarvis/cloudflare-purge-action@master
env:
CLOUDFLARE_ZONE: ${{ secrets.CLOUDFLARE_ZONE }}
CLOUDFLARE_TOKEN: ${{ secrets.CLOUDFLARE_TOKEN }}
— # —
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