PredictionBuilder builds machine learning predictions using linear regression.
Open source
24 alternativesPredictionBuilder
This Swift library builds machine learning predictions using linear regression.
About PredictionBuilder
PredictionBuilder is an open-source Swift library that builds predictions using linear regression. A developer supplies paired numeric data and an x value, and the build method returns the predicted y value with the fitted linear model and correlation coefficient.
Key features
- Builds predictions using linear regression from x,y data pairs
- Returns linear model string that fits the data
- Returns correlation coefficient for the dataset
- Returns predicted y value for given x value
- Installs via Swift Package Manager, CocoaPods, or Carthage
- Supports manual install by copying PredictionBuilder.swift file
Best for: Best for Swift developers who need linear regression predictions from paired numeric data.
Good for
- Open source and licensed under the MIT License
- Offers installation via Swift Package Manager, CocoaPods, Carthage, and manual copy
- Returns the linear model, correlation coefficient, and predicted value together
PredictionBuilder at a glance
- Category
- AI & Machine Learning › AI Data & Analytics
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 6, 2026 · Online when checked
- Listed
- Oct 5, 2026
PredictionBuilder alternatives
Tools and sites you could use instead, ranked by how closely they match.
The LightGBM framework uses gradient boosting for ranking, classification, and other machine learning tasks.
Open source
24 alternatives
nilearn provides Python tools for machine learning and neuroimaging analysis.
Open source
24 alternatives
DVCLive logs and tracks machine learning metrics, parameters, and models with Git or DVC.
Open source
24 alternativesPyro brings probabilistic programming capabilities to Python projects using PyTorch.
Open source
24 alternatives
REP provides an IPython-based machine learning environment for consistent, reproducible data-driven research.
Popular in AI Data & Analytics
Well-known listings from the same topic.
Dotgetdot.aiForvioforvio.comFluidAI Medicalfluidai.mdApache Zeppelinzeppelin.apache.orgSola Securitysola.securityQuadraticquadratichq.com
PredictionBuilder FAQ
How do I install PredictionBuilder with Swift Package Manager?
Add the package URL https://github.com/denissimon/prediction-builder-swift.git in Package.swift or via Xcode File -> Add Package Dependencies.
What information does a prediction result include?
The linear model that fits the data, the correlation coefficient, the given x value, and the predicted y value.
How do I install PredictionBuilder manually?
Copy PredictionBuilder.swift into your project.
Is something wrong or out of date?
Tell us and an editor will check it.
Own this website?
Claim this listing
Claim the listing and suggest updates yourself. An editor checks every claim first.