3lc 2.8.0

Description:

3lc 2.8.0

Model-guided, interactive data debugging and enhancements
3LC → is an ML tool that lets you see your dataset through your model’s eyes!

Find important or inefficient samples
Understand what samples work and where your model struggles
Improve your model in different ways by weighting your data

Features

Python library, local environment and web-based UI
No data duplication
No upload of data to SaaS
High-end visualization, insights, and real-time editing of data
Get massive amounts of intelligence with just a few lines of code
Works seamlessly with your model training and listens to every data point

3LC Documentation →
Quickstart
pip install 3lc

Optionally clone the demo notebooks:
git clone https://github.com/3lc-ai/3lc-examples.git

Start the 3LC Object Service
The 3LC Object Service facilitates the sharing of samples and metrics between the different components in 3LC, including
your notebooks and the 3LC Dashboard. It needs to be explicitly started from the terminal in order to use 3LC. The
Object Service can be terminated by pressing Q from the terminal window.
3lc service

We provide some sample projects, so you can explore the Dashboard before providing your own data.
Launch 3LC Dashboard
Launch the 3LC Dashboard to explore your training runs and training data.
3LC Dashboard →



Video Tutorial
Check out this short introduction on 3LC on our YouTube channel →:
Getting Started with 3LC – YouTube →
Support
Please join our Discord → for support and discussion!
Privacy
Please see our Privacy Notice → for details about your privacy.

License

For personal and professional use. You cannot resell or redistribute these repositories in their original state.

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