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# Additional Resources
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A collection of additional open-source tools for building and operating scientific data pipelines.
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## API
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<div class="grid cards" markdown>
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- :fontawesome-brands-java:{ .lg .middle } **DataJoint for MATLAB**
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---
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A MATLAB client for defining, operating, and querying data pipelines.
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:octicons-arrow-right-24: [Legacy docs](https://docs.datajoint.org/matlab/) | [Source code](https://github.com/datajoint/datajoint-matlab)
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- :fontawesome-solid-flask:{ .lg .middle } **Pharus**
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---
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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.github.io/pharus/) | [Source code](https://github.com/datajoint/pharus/)
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</div>
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## Web Applications
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<div class="grid cards" markdown>
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- :fontawesome-brands-chrome:{ .lg .middle } **LabBook**
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---
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A browser-based graphical user interface for data entry and navigation.
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:octicons-arrow-right-24: [Legacy docs](https://datajoint.github.io/datajoint-labbook/) | [Source code](https://github.com/datajoint/datajoint-labbook/)
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- :fontawesome-brands-chrome:{ .lg .middle } **SciViz**
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---
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A framework for making low-code web apps for data visualization.
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:octicons-arrow-right-24: [Source code](https://github.com/datajoint/sci-viz)
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</div>
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## Container Images
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``` mermaid
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graph
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%% Give short names
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dj["datajoint/datajoint"]
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base["datajoint/djbase"]
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lab["datajoint/djlab"]
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hub["datajoint/djlabhub"]
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test["datajoint/djtest"]
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conda3["datajoint/miniconda3"]
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mysql["datajoint/mysql"]
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%% Define connections
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conda3 --> base --> test;
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base --> dj;
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base --> lab --> hub;
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%% Add all to class
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class dj,base,lab,hub,test,conda3,mysql boxes;
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classDef boxes stroke:#333; %% Grey stroke for class
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```
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<div class="grid cards" markdown>
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- :fontawesome-brands-docker:{ .lg .middle } [**datajoint/mysql**](https://hub.docker.com/r/datajoint/mysql)
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---
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MySQL server pre-configured to work smoothly with DataJoint.
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:octicons-arrow-right-24: [Legacy docs](https://github.com/datajoint/mysql-docker#mysql-for-datajoint).
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- :fontawesome-brands-docker:{ .lg .middle } [**datajoint/miniconda3**](https://hub.docker.com/r/datajoint/miniconda3)
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---
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A minimal Python image with [conda](https://docs.conda.io/en/latest/).
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- :fontawesome-brands-docker:{ .lg .middle } [**datajoint/djbase**](https://hub.docker.com/r/datajoint/djbase)
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---
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A minimal base docker image with DataJoint Python dependencies installed.
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- :fontawesome-brands-docker:{ .lg .middle } [**datajoint/djtest**](https://hub.docker.com/r/datajoint/djtest)
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---
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A docker image for running tests related to DataJoint Python.
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- :fontawesome-brands-docker:{ .lg .middle } [**datajoint/datajoint**](https://hub.docker.com/r/datajoint/datajoint)
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---
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Official DataJoint Docker image.
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:octicons-arrow-right-24: [Legacy docs](https://docs.datajoint.org/python/).
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- :fontawesome-brands-docker:{ .lg .middle } [**datajoint/djlab**](https://hub.docker.com/r/datajoint/djlab)
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---
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A docker image optimized for running a JupyterLab environment with DataJoint Python.
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- :fontawesome-brands-docker:{ .lg .middle } [**datajoint/djlabhub**](https://hub.docker.com/r/datajoint/djlabhub)
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---
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A docker image optimized for deploying to JupyterHub a JupyterLab environment with DataJoint Python.
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</div>

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