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Backend data analytics platform for MD2K software

Project description

# CerebralCortex Kernel Cerebral Cortex is the big data cloud companion of mCerebrum designed to support population-scale data analysis, visualization, model development, and intervention design for mobile sensor data.

You can find more information about MD2K software on our [software website]( or the MD2K organization on our [MD2K website](

CerebralCortex Kernel is part of our [CerebralCortex cloud platform]( CerebralCortex Kernel is mainly responsible to store/retrieve mobile sensor data along with it’s metadata.


We have renamed following repositories.

  • CerebralCortex-Platform -> CerebralCortex
  • CerebralCortex - > CerebralCortex-Kernel

## Examples - [How to use CerebralCortex-Kernel API](

## Documentation

## Installation CerebralCortex-Kernel is a part of CerebralCortex cloud platform. To test the complete cloud platform, please visit [CerebralCortex](

CerebralCortex-Kernel requires minimum [Python3.6]( To install CerebralCortex-Kernel as an API:

`pip3 install cerebralcortex-kernel`

  • Note: please use appropriate pip (e.g., pip, pip3, pip3.6 etc.) installed on your machine

### Dependencies

  • Python3.6
    • Note: Python3.7 is not compatible with some of the requirements
    • Make sure pip version matches Python version

## FAQ 1 - Do I need whole CerebralCortex cloud platform to use CerebralCortex-Kernal?

No! If you want to use CerebralCortex-Kernel independently then you would need: * Backend storage (FileSystem/HDFS and MySQL) with some data. Here is [some sample data](TODO) to play with. * Setup the [configurations]( * Use the [examples](TODO) to start exploring data

2 - How can I change NoSQL storage backend?

CerebralCortex-Kernel follows component based structure. This makes it easier to add/remove features. * Add a new class in [Data manager-Raw]( * New class must have read/write methods. Here is a sample [skeleton class]( with mandatory methods required in the new class. * Create an object of new class in [Data-Raw]( with appropriate parameters. * Add appropriate configurations in [cerebralcortex.yml]( in (NoSQL Storage)[] section.

3 - How can I replace MySQL with another SQL storage system?

4 - Where are all the backend storage related classes/methods?

In [Data manager-Raw]( You can add/change any backend storage.

## Contributing Please read our [Contributing Guidelines]( for details on the process for submitting pull requests to us.

We use the [Python PEP 8 Style Guide](

Our [Code of Conduct]( is the [Contributor Covenant](

Bug reports can be submitted through [JIRA](

Our discussion forum can be found [here](

## Versioning

We use [Semantic Versioning]( for versioning the software which is based on the following guidelines.

MAJOR.MINOR.PATCH (example: 3.0.12)

  1. MAJOR version when incompatible API changes are made,
  2. MINOR version when functionality is added in a backwards-compatible manner, and
  3. PATCH version when backwards-compatible bug fixes are introduced.

For the versions available, see [this repository’s tags](

## Contributors

Link to the [list of contributors]( who participated in this project.

## License

This project is licensed under the BSD 2-Clause - see the [license]( file for details.

## Acknowledgments

Project details

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