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3lc

Apr 23, 2024 - pypi.org
The article introduces 3LC, an AI tool designed for interactive data debugging and enhancements. The tool allows users to view their dataset through their model's perspective, helping them identify important or inefficient samples, understand where their model excels or struggles, and improve their model by weighting their data. Users can sign up for a free account to access these features.

3LC offers a Python library, local environment, and web-based UI, and does not require data duplication or upload to SaaS. It provides high-end visualization, insights, and real-time editing of data, and can generate a large amount of intelligence with just a few lines of code. The tool can also integrate seamlessly with model training and monitor every data point. For support and discussion, users are encouraged to join the Discourse Community. The article also provides a link for downloading the tool's files.

Key takeaways:

  • 3LC is an AI tool that allows for interactive data debugging and enhancements, providing insights into how a model interacts with a dataset.
  • It offers features such as a Python library, local environment and web-based UI, high-end visualization, insights, and real-time editing of data.
  • 3LC does not require data duplication or upload of data to SaaS, and works seamlessly with model training.
  • Support and discussion for 3LC is available through their Discourse Community.
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