https://github.com/alan-turing-institute/rds-course
Materials for Turing's Research Data Science course
Science Score: 20.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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○DOI references
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✓Academic publication links
Links to: scholar.google -
✓Committers with academic emails
8 of 17 committers (47.1%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (12.2%) to scientific vocabulary
Keywords
hut23
hut23-837
Keywords from Contributors
data-safe-haven
hut23-1304
hut23-190
hut23-448
hut23-612
mcmc
degoogle
hut23-1205
uncertainty-quantification
sensitivity-analysis
Last synced: 11 months ago
·
JSON representation
Repository
Materials for Turing's Research Data Science course
Basic Info
- Host: GitHub
- Owner: alan-turing-institute
- Language: Jupyter Notebook
- Default Branch: develop
- Homepage: https://alan-turing-institute.github.io/rds-course/
- Size: 95 MB
Statistics
- Stars: 32
- Watchers: 12
- Forks: 15
- Open Issues: 43
- Releases: 1
Topics
hut23
hut23-837
Created over 5 years ago
· Last pushed over 3 years ago
Metadata Files
Readme
README.md
Introduction to Research Data Science
<!-- ALL-CONTRIBUTORS-BADGE:END -->
For Students
The most recent online version of the course can be found here. The course materials are hosted in coursebook/.
For Developers
Learn how to contribute to the course with the developer instructions.
Workflow
- We will use the long-running branch
developto host the most up-to-date version of the course. Developers should branch offdevelopfor individual module development with a long-running branch per module (e.g.module_1). Request review from the developer team when merging intodevelop. The course pages will be rebuilt whenever someone pushes todevelop. - We only merge into
mainonce content has been reviewed by persons external to the course development team.
Acknowledgement
This work was supported by Wave 1 of The UKRI Strategic Priorities Fund under the EPSRC Grant EP/W006022/1 & The Alan Turing Institute.
Contributors ✨
Thanks goes to these wonderful people (emoji key):
 Jack Roberts 💻 🖋 🤔 💬 📢 🐛 👀 🚇 📆 ✅ 📋 🔬 🚧 |
 Aoife Hughes 💻 🖋 🤔 💬 🐛 👀 ✅ 🚧 |
 Callum Mole 💻 🖋 🤔 💬 📢 🐛 👀 🚇 📆 ✅ 📋 🔬 📖 🚧 |
 Camila Rangel Smith 💻 🖋 🤔 💬 📢 🐛 👀 📆 ✅ 📋 🔍 🔬 |
 James Bishop 💻 🖋 🤔 📢 👀 ✅ 🔍 💬 🚇 🔬 |
 Federico Nanni 💻 🖋 🤔 💬 📢 🐛 👀 📆 ✅ 📋 🔍 🔬 |
 Greg Mingas 💻 🖋 🤔 💬 📢 🐛 👀 📆 ✅ 📋 🔍 🔬 |
 Helen Duncan 💻 🖋 🐛 👀 🚧 |
 Ed Chalstrey 💻 💬 🐛 📢 ✅ |
 Christina Last 💻 ✅ 🚇 🖋 🤔 |
 Radka Jersakova 👀 🐛 💻 |
 ots22 👀 🐛 💻 ✅ 💬 |
 James Geddes ✅ 💬 |
 pwochner ✅ 💬 |
 Peter Foster 👀 |
 nbarlowATI 👀 💬 🐛 📢 ✅ |
 Kasra Hosseini 🤔 💬 👀 📆 ✅ 📋 🔍 🔬 |
 James Robinson 💬 📢 ✅ 📆 📋 |
 Louise Bowler 🤔 📆 🔍 🔬 |
 Lydia France 👀 💬 🐛 📢 ✅ 📓 |
 David Salvador Jasin 💬 ✅ |
 Katriona Goldmann 💬 ✅ |
 Matt Craddock 💬 🐛 👀 📆 ✅ 📋 |
 Markus Hauru 💬 ✅ |
 Ryan Chan 💬 ✅ 📓 |
 Rosie Wood 💬 ✅ |
 martin 💬 ✅ |
 Levan Bokeria 💬 📢 |
 Ese 💬 ✅ |
This project follows the all-contributors specification. Contributions of any kind welcome!
Owner
- Name: The Alan Turing Institute
- Login: alan-turing-institute
- Kind: organization
- Email: info@turing.ac.uk
- Website: https://turing.ac.uk
- Repositories: 477
- Profile: https://github.com/alan-turing-institute
The UK's national institute for data science and artificial intelligence.
GitHub Events
Total
- Watch event: 1
- Fork event: 2
Last Year
- Watch event: 1
- Fork event: 2
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| callummole | c****e@t****k | 114 |
| jack89roberts | j****s@t****k | 86 |
| crangelsmith | c****h@g****m | 85 |
| James Bishop | j****p@t****k | 64 |
| AoifeHughes | a****s@t****k | 53 |
| fedenanni | n****o@g****m | 44 |
| Greg Mingas | g****s@t****k | 29 |
| allcontributors[bot] | 4****] | 10 |
| Helen Duncan | h****n@t****k | 7 |
| ChristinaLast | c****t@o****m | 4 |
| Ed Chalstrey | e****y@g****m | 4 |
| radka-j | r****a@g****m | 3 |
| Matt Craddock | 5****m | 2 |
| KatrionaGoldmann | k****n@t****k | 1 |
| Oliver Strickson | o****n@t****k | 1 |
| ots22 | o****2 | 1 |
| Matt Craddock | m****t@m****m | 1 |
Committer Domains (Top 20 + Academic)
turing.ac.uk: 8
mattcraddock.com: 1
Issues and Pull Requests
Last synced: over 1 year ago
All Time
- Total issues: 70
- Total pull requests: 30
- Average time to close issues: 4 months
- Average time to close pull requests: 12 days
- Total issue authors: 11
- Total pull request authors: 8
- Average comments per issue: 0.76
- Average comments per pull request: 1.57
- Merged pull requests: 24
- Bot issues: 0
- Bot pull requests: 5
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- jack89roberts (19)
- callummole (16)
- gmingas (13)
- AoifeHughes (8)
- crangelsmith (6)
- craddm (3)
- DataScience121165 (1)
- prestevez (1)
- FleetingA (1)
- lannelin (1)
- LydiaFrance (1)
Pull Request Authors
- jack89roberts (9)
- AoifeHughes (8)
- allcontributors[bot] (5)
- callummole (3)
- craddm (2)
- KatrionaGoldmann (1)
- helendduncan (1)
- ChristinaLast (1)
Top Labels
Issue Labels
New Content (16)
Module 2 (12)
Module 1 (11)
Module 4 (9)
Delivery (9)
Module 3 (8)
Bug (7)
Community (6)
Coursebook (5)
Infrastructure (4)
Documentation (4)
Enhancement (2)
good first issue (2)
Question (1)
Pull Request Labels
Documentation (1)
Enhancement (1)
Dependencies
poetry.lock
pypi
- 147 dependencies
pyproject.toml
pypi
- graphviz ^0.20
- jupyter-book ^0.12.3
- jupyterlab ^3.4.2
- matplotlib ^3.5.2
- missingno ^0.5.1
- numpy ^1.21.6
- opencv-python ^4.5.5
- openpyxl ^3.0.9
- pandas ^1.3.5
- plotly ^5.8.0
- python >=3.7.1,<3.11
- requests ^2.27.1
- scikit-learn ^1.0.2
- scipy ^1.7.3
- seaborn ^0.11.2
- statsmodels ^0.13.2
requirements.txt
pypi
- alabaster ==0.7.12
- anyio ==3.6.1
- appnope ==0.1.3
- argon2-cffi ==21.3.0
- argon2-cffi-bindings ==21.2.0
- attrs ==21.4.0
- babel ==2.10.1
- backcall ==0.2.0
- beautifulsoup4 ==4.11.1
- bleach ==5.0.0
- certifi ==2021.10.8
- cffi ==1.15.0
- charset-normalizer ==2.0.12
- click ==8.1.3
- colorama ==0.4.4
- cycler ==0.11.0
- debugpy ==1.6.0
- decorator ==5.1.1
- defusedxml ==0.7.1
- docutils ==0.16
- entrypoints ==0.4
- et-xmlfile ==1.1.0
- fastjsonschema ==2.15.3
- fonttools ==4.33.3
- gitdb ==4.0.9
- gitpython ==3.1.27
- graphviz ==0.20
- greenlet ==1.1.2
- idna ==3.3
- imagesize ==1.3.0
- importlib-metadata ==4.11.3
- importlib-resources ==5.7.1
- ipykernel ==6.13.0
- ipython ==7.33.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.7.0
- jedi ==0.18.1
- jinja2 ==3.0.3
- joblib ==1.1.0
- json5 ==0.9.8
- jsonschema ==3.2.0
- jupyter-book ==0.12.3
- jupyter-cache ==0.4.3
- jupyter-client ==7.3.1
- jupyter-core ==4.10.0
- jupyter-server ==1.17.0
- jupyter-server-mathjax ==0.2.5
- jupyter-sphinx ==0.3.2
- jupyterlab ==3.4.2
- jupyterlab-pygments ==0.2.2
- jupyterlab-server ==2.13.0
- jupyterlab-widgets ==1.1.0
- kiwisolver ==1.4.2
- latexcodec ==2.0.1
- linkify-it-py ==1.0.3
- markdown-it-py ==1.1.0
- markupsafe ==2.1.1
- matplotlib ==3.5.2
- matplotlib-inline ==0.1.3
- mdit-py-plugins ==0.2.8
- missingno ==0.5.1
- mistune ==0.8.4
- myst-nb ==0.13.2
- myst-parser ==0.15.2
- nbclassic ==0.3.7
- nbclient ==0.5.13
- nbconvert ==6.5.0
- nbdime ==3.1.1
- nbformat ==5.4.0
- nest-asyncio ==1.5.5
- notebook ==6.4.11
- notebook-shim ==0.1.0
- numpy ==1.21.6
- opencv-python ==4.5.5.64
- openpyxl ==3.0.9
- packaging ==21.3
- pandas ==1.3.5
- pandocfilters ==1.5.0
- parso ==0.8.3
- patsy ==0.5.2
- pexpect ==4.8.0
- pickleshare ==0.7.5
- pillow ==9.1.1
- plotly ==5.8.0
- prometheus-client ==0.14.1
- prompt-toolkit ==3.0.29
- psutil ==5.9.0
- ptyprocess ==0.7.0
- py ==1.11.0
- pybtex ==0.24.0
- pybtex-docutils ==1.0.1
- pycparser ==2.21
- pydata-sphinx-theme ==0.7.2
- pygments ==2.12.0
- pyparsing ==3.0.9
- pyrsistent ==0.18.1
- python-dateutil ==2.8.2
- pytz ==2022.1
- pywin32 ==304
- pywinpty ==2.0.5
- pyyaml ==6.0
- pyzmq ==22.3.0
- requests ==2.27.1
- scikit-learn ==1.0.2
- scipy ==1.7.3
- seaborn ==0.11.2
- send2trash ==1.8.0
- setuptools-scm ==6.4.2
- six ==1.16.0
- smmap ==5.0.0
- sniffio ==1.2.0
- snowballstemmer ==2.2.0
- soupsieve ==2.3.2.post1
- sphinx ==4.5.0
- sphinx-book-theme ==0.1.10
- sphinx-comments ==0.0.3
- sphinx-copybutton ==0.5.0
- sphinx-external-toc ==0.2.4
- sphinx-jupyterbook-latex ==0.4.6
- sphinx-multitoc-numbering ==0.1.3
- sphinx-panels ==0.6.0
- sphinx-thebe ==0.1.2
- sphinx-togglebutton ==0.3.1
- sphinxcontrib-applehelp ==1.0.2
- sphinxcontrib-bibtex ==2.4.2
- sphinxcontrib-devhelp ==1.0.2
- sphinxcontrib-htmlhelp ==2.0.0
- sphinxcontrib-jsmath ==1.0.1
- sphinxcontrib-qthelp ==1.0.3
- sphinxcontrib-serializinghtml ==1.1.5
- sqlalchemy ==1.4.36
- statsmodels ==0.13.2
- tenacity ==8.0.1
- terminado ==0.15.0
- threadpoolctl ==3.1.0
- tinycss2 ==1.1.1
- tomli ==2.0.1
- tornado ==6.1
- traitlets ==5.2.1.post0
- typing-extensions ==4.2.0
- uc-micro-py ==1.0.1
- urllib3 ==1.26.9
- wcwidth ==0.2.5
- webencodings ==0.5.1
- websocket-client ==1.3.2
- widgetsnbextension ==3.6.0
- zipp ==3.8.0
.github/workflows/book.yml
actions
- actions/checkout v2 composite
- actions/setup-python v1 composite
- peaceiris/actions-gh-pages v3.5.9 composite