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@code-kern-ai

Kern AI

Building data-centric open-source tools for NLP
README.md

Hi there 👋

We are Kern AI, a team of ambitious data engineers and scientists aiming to make your life as a developer a bit easier. Our libraries and tools aim at improving the data-centric AI lifecycle.

We mainly maintain and publish refinery, the data scientist's open-source choice to scale, assess and maintain natural language data. Also, we maintain bricks, a collection of open-source modular NLP enrichments.

🪢 Community and contact

Feel free to join our community spaces, where we'll discuss about recent findings in data-centric AI:

We send out a (mostly) weekly newsletter about recent findings in data-centric AI, product highlights in development and more. You can subscribe to the newsletter here.

Also, you can follow us on Twitter and LinkedIn.

GitHub Discussions Discord Twitter LinkedIn YouTube Kern AI Docs Website

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  1. refinery refinery Public

    The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

    Python 1.4k 65

  2. bricks bricks Public

    Open-source natural language enrichments at your fingertips.

    Python 446 22

  3. refinery-python-sdk refinery-python-sdk Public

    Official Python SDK for Kern AI refinery.

    Python 17 3

  4. refinery-sample-projects refinery-sample-projects Public

    Containing examples of projects you can use to test refinery. Please select the use case from the branches.

    24 5

  5. automl-docker automl-docker Public archive

    CLI-based tool to automatically build ML models from training data into a servable Docker container

    Python 57 7

Repositories

Showing 10 of 52 repositories
  • refinery-submodule-parent-images Public

    Submodule which contains the requirements of the different parent images of refinery.

    code-kern-ai/refinery-submodule-parent-images’s past year of commit activity
    Python 1 Apache-2.0 0 0 6 Updated Jul 6, 2024
  • refinery-embedder Public

    Embedder for refinery. Manages the creation of document- and token-level embeddings using the embedders library.

    code-kern-ai/refinery-embedder’s past year of commit activity
    Python 1 Apache-2.0 1 0 14 Updated Jul 6, 2024
  • refinery-record-ide-env Public

    Execution environment for the record IDE in refinery. Containerized function as a service to build record-specific "quick-and-dirty" code snippets for exploration and debugging.

    code-kern-ai/refinery-record-ide-env’s past year of commit activity
    Python 0 Apache-2.0 1 0 9 Updated Jul 6, 2024
  • refinery-lf-exec-env Public

    Execution environment for labeling functions in refinery. Containerized function as a service to execute user-defined Python scripts.

    code-kern-ai/refinery-lf-exec-env’s past year of commit activity
    Python 0 Apache-2.0 1 0 9 Updated Jul 6, 2024
  • refinery-zero-shot Public

    Zero-shot module for refinery. Enables the integration of 🤗 Hugging Face zero-shot classifiers as an off-the-shelf no-code heuristic.

    code-kern-ai/refinery-zero-shot’s past year of commit activity
    Python 0 Apache-2.0 1 2 13 Updated Jul 6, 2024
  • refinery-ac-exec-env Public

    Execution environment for attribute calculation in refinery. Containerized function as a service to build custom attributes derived from the original data.

    code-kern-ai/refinery-ac-exec-env’s past year of commit activity
    Python 0 Apache-2.0 1 1 7 Updated Jul 6, 2024
  • refinery-ml-exec-env Public

    Execution environment for the active learning module in refinery. Containerized function as a service to build active learning models using scikit-learn and sequence-learn.

    code-kern-ai/refinery-ml-exec-env’s past year of commit activity
    Python 0 Apache-2.0 1 1 11 Updated Jul 6, 2024
  • refinery-gateway Public

    Gateway for refinery. Manages incoming requests and holds the workflow logic. To interact with the gateway, the UI or Python SDK can be used.

    code-kern-ai/refinery-gateway’s past year of commit activity
    Python 0 Apache-2.0 3 2 7 Updated Jul 5, 2024
  • cicd-deployment-scripts Public

    Scripts used for Kern AI CI/CD efforts

    code-kern-ai/cicd-deployment-scripts’s past year of commit activity
    Shell 0 0 0 1 Updated Jul 5, 2024
  • refinery-websocket Public

    Websocket module for refinery. Enables asynchronous notifications inside the application.

    code-kern-ai/refinery-websocket’s past year of commit activity
    Go 0 Apache-2.0 1 0 1 Updated Jul 5, 2024
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