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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 447 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-entry Public
    code-kern-ai/refinery-entry’s past year of commit activity
    TypeScript 0 0 0 4 Updated Jul 4, 2024
  • refinery-ui Public
    code-kern-ai/refinery-ui’s past year of commit activity
    TypeScript 1 0 0 2 Updated Jul 4, 2024
  • refinery-next-parent-image Public
    code-kern-ai/refinery-next-parent-image’s past year of commit activity
    Dockerfile 0 Apache-2.0 0 0 1 Updated Jul 4, 2024
  • refinery-submodule-model Public

    Data model for refinery. Manages entities and their access for multiple services, e.g. the gateway.

    code-kern-ai/refinery-submodule-model’s past year of commit activity
    Python 2 Apache-2.0 1 0 7 Updated Jul 4, 2024
  • submodule-tailwind-config Public
    code-kern-ai/submodule-tailwind-config’s past year of commit activity
    JavaScript 0 0 0 0 Updated Jul 4, 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 4, 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 11 Updated Jul 2, 2024
  • refinery-weak-supervisor Public

    Weak supervision for refinery. Manages the integration of heuristics such as labeling functions, active learners or zero-shot classifiers. Uses the weak-nlp library for the actual integration logic and algorithms.

    code-kern-ai/refinery-weak-supervisor’s past year of commit activity
    Python 0 Apache-2.0 1 0 1 Updated Jul 2, 2024
  • refinery-updater Public

    Updater for refinery. Manages migration logic to new versions if required.

    code-kern-ai/refinery-updater’s past year of commit activity
    Python 0 Apache-2.0 1 0 1 Updated Jul 2, 2024
  • refinery-tokenizer Public

    Tokenizer for refinery. Manages the creation and storage of spaCy tokens for text-based record attributes and supports multiple language models. It is used by the gateway.

    code-kern-ai/refinery-tokenizer’s past year of commit activity
    Python 1 Apache-2.0 1 0 2 Updated Jul 2, 2024
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