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.codespellrc

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[codespell]
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skip = .git,*.pdf,*.svg
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#
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ignore-words-list = shepard

.docker/Dockerfile

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rm ${PIP_REQUIREMENTS} && \
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rm ${APK_REQUIREMENTS}
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RUN \
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pip install --no-cache git+https://${GITHUB_TOKEN}@github.com/guzman-raphael/mkdocs-material-insiders.git@master || \
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pip install --no-cache git+https://${GITHUB_TOKEN}@github.com/datajoint/mkdocs-material-insiders.git@master || \
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echo "using public mkdocs-material..."
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COPY --chown=anaconda:anaconda ./mkdocs.yaml /main/mkdocs.yaml
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COPY --chown=anaconda:anaconda ./src /main/src

.github/workflows/codespell.yml

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---
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name: Codespell
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on:
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push:
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branches: [main]
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pull_request:
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branches: [main]
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permissions:
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contents: read
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jobs:
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codespell:
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name: Check for spelling errors
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runs-on: ubuntu-latest
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steps:
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- name: Checkout
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uses: actions/checkout@v3
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- name: Codespell
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uses: codespell-project/actions-codespell@v2

mkdocs.yaml

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site_name: DataJoint Documentation
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site_url: http://localhost/docs
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repo_name: datajoint-company/datajoint-docs
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repo_url: https://github.com/datajoint-company/datajoint-docs
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repo_name: datajoint/datajoint-docs
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repo_url: https://github.com/datajoint/datajoint-docs
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nav:
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- Welcome: index.md
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- DataJoint Python: core/datajoint-python/

src/additional-resources.md

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A REST API server for interacting with DataJoint pipelines.
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:octicons-arrow-right-24: [Legacy docs](https://datajoint.com/docs/core/pharus) |
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:octicons-arrow-right-24: [Docs](https://datajoint.com/docs/core/pharus) |
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[Source code](https://github.com/datajoint/pharus/)
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</div>

src/elements/concepts.md

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The following YouTube videos provide information on basic design principles and file organization.
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- [Why neuroscientists should use relational databases](https://www.youtube.com/watch?v=q-PMUSC5P5o)
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compared to traditional file heirarchies.
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compared to traditional file hierarchies.
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- [Quickstart Guide](https://www.youtube.com/watch?v=5R-qnz37BKU) including
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terminology, and how to read DataJoint Diagrams and DataJoint Python table
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definitions.

src/elements/index.md

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A data pipeline for Neuropixels probes.
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[:octicons-arrow-right-24: Interactive tutorial on GitHub
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Codespaces](https://github.com/datajoint/workflow-array-ephys#interactive-tutorial){:target="_blank"}
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Codespaces](https://github.com/datajoint/element-array-ephys#interactive-tutorial){:target="_blank"}
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[:octicons-arrow-right-24: Docs](./element-array-ephys/)
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A data pipeline for pose estimation with DeepLabCut.
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[:octicons-arrow-right-24: Interactive tutorial on GitHub
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Codespaces](https://github.com/datajoint/element-deeplabcut#interactive-tutorial){:target="_blank"}
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[:octicons-arrow-right-24: Docs](./element-deeplabcut/)
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- :fontawesome-brands-python:{ .lg .middle } **Element Facemap**

src/elements/user-guide.md

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### Conda
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Python projects each rely on different depenencies, which may conflict across projects.
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Python projects each rely on different dependencies, which may conflict across projects.
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We recommend working in a Conda environment for each project to isolate the
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dependencies. For more information on why Conda, and setting up the version of Conda
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that best suits your needs, see
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conda install jupyter ipykernel nb_conda_kernels
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```
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2. Ensure your VS Code python intepreter is set to your Conda environment path.
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2. Ensure your VS Code python interpreter is set to your Conda environment path.
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<details> <!-- Can't use `??? Note` format within list -->
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<summary>Click to expand more details.</summary>
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- The paths in your various `yaml` files reflect the current folder structure.
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- You have generated thge `pickle` and `mat` training files. If not, follow the
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- You have generated the `pickle` and `mat` training files. If not, follow the
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DeepLabCut guide to
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[create a training dataset](https://github.com/DeepLabCut/DeepLabCut/blob/master/docs/standardDeepLabCut_UserGuide.md#f-create-training-datasets)
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## Relational databases
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DataJoint helps you connect to a database server from your programming environment
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(i.e., Python or MATLAB), granting a number of benefits over traditional file heirarchies
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(i.e., Python or MATLAB), granting a number of benefits over traditional file hierarchies
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(see [YouTube Explainer](https://www.youtube.com/watch?v=q-PMUSC5P5o)). We offer two
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options:
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### Central Database
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To set up a detabase on dedicated hardware may require expertise to set up and maintain.
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To set up a database on dedicated hardware may require expertise to set up and maintain.
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DataJoint's [MySQL Docker image project](https://github.com/datajoint/mysql-docker)
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provides all the informaiton required to set up a dedicated database.
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provides all the information required to set up a dedicated database.
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## Interacting with the Workflow
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src/index.md

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[:octicons-arrow-right-24: Learn
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more](https://datajoint.com/works){:target="_blank"} | [Sign-in](https://works.datajoint.com){:target="_blank"}
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- **Research projects supported by DataJoint**
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- **Project Showcase**
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---
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Projects and research teams using DataJoint Python, DataJoint Elements, or
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DataJoint Works
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Projects and research teams supported by DataJoint software
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[:octicons-arrow-right-24: Project Showcase](projects/index.md)
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[:octicons-arrow-right-24: Learn more](projects/index.md)
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</div>

src/projects/teams.md

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<!-- markdownlint-disable MD013 -->
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# Projects <!-- 74 -->
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# Projects
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DataJoint was originally developed by working systems neuroscientists at Baylor College
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of Medicine to meet the needs of their own research. Below is a partial list of known teams who use DataJoint.
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+ Princeton<a href="https://www.braincogs.org/" target="_blank"> BRAIN CoGS</a> (<a href="https://github.com/braincogs/" target="_blank">GitHub</a>)
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+ Rochester-NYU-Harvard<a href="https://causalityinmotion.github.io/team.html" target="_blank"> Neural basis of causal inference</a>
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## Individual Labs and Researchers <!-- 64 -->
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## Individual Labs and Researchers <!-- 67 -->
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+ Allen Institute
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+ <a href="https://alleninstitute.org/what-we-do/brain-science/research/mindscope-program/" target="_blank">Mindscope Program</a>
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+ <a href="https://smirnakislab.bwh.harvard.edu/" target="_blank">Stelios Smirnakis Lab</a>
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+ Indiana University
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+ <a href="http://www.lulaboratory.com/" target="_blank">Lu Lab</a>
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+ Janelia Research Campus
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+ <a href="https://www.janelia.org/lab/dennis-lab" target="_blank">Emily Dennis Lab</a>
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+ <a href="https://www.janelia.org/lab/koay-lab" target="_blank">Sue Ann Koay Lab</a>
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+ Johns Hopkins University
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+ <a href="https://www.jhuapl.edu/" target="_blank">Applied Physics Lab</a> (<a href="https://github.com/aplbrain" target="_blank">GitHub</a>)
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+ Kavli Institute for Systems Neuroscience
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+ <a href="https://www.neuro.bio.lmu.de/research_groups/res-katzner/index.html" target="_blank">Katzner Lab</a>
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+ MIT
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+ <a href="https://www.wanglab-neuro.org" target="_blank">Fan Wang Lab</a>
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+ National Institutes Health
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+ National Institutes of Health
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+ <a href="http://ericthomson.net/" target="_blank">Eric E. Thomson</a>
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+ Joshua Gordon Lab / David Kupferschmidt
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+ <a href="https://research.ninds.nih.gov/staff-directory/joshua-gordon-md-phd" target="_blank">Joshua Gordon Lab / David Kupferschmidt</a>
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+ New York University
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+ <a href="https://angelakilabnyu.org/" target="_blank">Dora Angelaki Lab</a>
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+ New York University Langone Medical Center

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