Illuminate the Black Box
Listed in categories:
Data ScienceData VisualizationArtificial Intelligence
Description
3LC is a data science tool that provides speed and accuracy in analyzing and visualizing data. It helps users collect per-sample metrics, analyze training data, debug issues, and enhance models. With features like dataset versioning, experiment tracking, and integration with existing ML tools, 3LC aims to improve model performance and reproducibility.
How to use 3LC?
To use 3LC, start by collecting per-sample metrics and visualizing them in your browser. Analyze your training data, track experiments, and integrate with your existing ML tools for improved model performance. Visit the documentation and watch tutorials for more guidance.
Core features of 3LC:
1️⃣
Collect per-sample metrics
2️⃣
Visualize data in browser
3️⃣
Dataset versioning
4️⃣
Experiment tracking
5️⃣
Integration with ML tools
Why could be used 3LC?
| # | Use case | Status | |
|---|---|---|---|
| # 1 | Analyze training data | ✅ | |
| # 2 | Debug model issues | ✅ | |
| # 3 | Enhance model performance | ✅ | |
Who developed 3LC?
3LC Inc is the maker of 3LC, a data science tool focused on providing speed and accuracy in model analysis and enhancement.