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Overview
Lyric is a JavaScript library for Linear Regression. It provides a simple way to implement linear regression models in JavaScript applications. The library is deprecated, which means it is no longer maintained or updated.
Problem It Solves
Linear regression modeling and prediction
Target Audience: Data scientists and developers working with JavaScript
Inputs
- • Training data
- • Model parameters
- • Predictor variables
Outputs
- • Predicted values
- • Model coefficients
- • Error metrics
Example Workflow
- 1 Data preprocessing
- 2 Model training
- 3 Model evaluation
- 4 Prediction
- 5 Error analysis
- 6 Model refinement
Sample System Prompt
Train a linear regression model on a dataset to predict house prices based on features like number of rooms and location
Tools & Technologies
npm Node.js JavaScript
Alternatives
- • TensorFlow.js
- • Brain.js
- • Synapse.js
FAQs
- Is this agent open-source?
- Yes
- Can this agent be self-hosted?
- Yes
- What skill level is required?
- Intermediate