3LC – Illuminate the ML Black Box
Hello HackerNews, I am Paul, and I would like to get some feedback on the tool we are releasing as beta today. 3LC is an ML tool that gives detailed insights, real-time data-centric iterative workflows for training/finetuning, and data quality improvements for your Machine Learning datasets and models. 3LC serves as a visualizer, editor, and debugger, focusing on how models learn from the training data. Key Features of 3LC: • Detailed Data Analysis: 3LC enables users to dive into model performance beyond typical labeling errors. It offers the capability to analyze intricate false…
3LC – Illuminate the ML Black Box launched on April 23, 2024 with 8 votes, #1,348 of 4,347 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 2 years on.
What it does
3LC Python Package - A tool for model-guided, interactive data debugging and enhancements
3LC is an ML tool that lets you see your dataset through your model's eyes! 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. We provide some sample projects, so you can explore the Dashboard before providing your own data. Launch the 3LC Dashboard to explore your training runs and training data. Please see our Privacy Notice for details about your privacy. Download the file for your platform. If you're not sure which to choose, learn…from pypi.org
In the maker’s words, at launch
Hello HackerNews, I am Paul, and I would like to get some feedback on the tool we are releasing as beta today. 3LC is an ML tool that gives detailed insights, real-time data-centric iterative workflows for training/finetuning, and data quality improvements for your Machine Learning datasets and models. 3LC…
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