Smile Files

Statistical machine intelligence and learning engine

This is an exact mirror of the Smile project, hosted at https://github.com/haifengl/smile. SourceForge is not affiliated with Smile.

The interactive file manager requires Javascript. Please enable it or use sftp or scp.
You may still browse the files here.

Name	Modified	Size	InfoDownloads / Week
Parent folder
smile-6.2.1.zip	2026-06-17	961.0 MB	0
6.2.1 source code.tar.gz	2026-06-17	81.8 MB	0
6.2.1 source code.zip	2026-06-17	83.7 MB	0
README.md	2026-06-17	1.2 kB	0
Totals: 4 Items		1.1 GB	0

✨ New Features

AWS Bedrock Bearer Token Support: Added support for AWS_BEARER_TOKEN_BEDROCK authentication, enabling seamless integration with AWS Bedrock models.
Clojure Association Module: New association.clj module added to the Clojure API for association rule mining capabilities.

🔧 Improvements

Frontier Models Updated: Latest frontier AI models are now available in the platform.
Clojure API Updated to 6.2.1: Clojure bindings synchronized with the latest core API version.
Notepad Font Size Synchronization: The built-in notepad now responds to system font size changes, improving accessibility.

🐛 Bug Fixes

Enhanced Agent LLM API: Safe handling when no LLM is configured.

📦 Dependency Updates

markdown-it: Updated to 14.2.0 (website)
vite: Updated to 8.0.16 (serve/webui)

🔨 Maintenance

Added Clojure unit tests for improved test coverage
Updated CI/CD pipeline with npm install step
Synchronized package.json and package-lock.json for consistent builds
Documentation updates and cleanup

Full Changelog: https://github.com/haifengl/smile/compare/v6.2.0...v6.2.1

Source: README.md, updated 2026-06-17

Other Useful Business Software

$300 Free Credits for Your Google Cloud Projects Icon

$300 Free Credits for Your Google Cloud Projects

Start building on Google Cloud with $300 in free credits. No commitment, no credit card required until you're ready to scale.

Launch your next project with $300 in free Google Cloud credits—no strings attached. Test, build, and deploy without risk. Use your credits across the entire Google Cloud platform to find what works best for your needs. After your credits are used, continue with always-free tier services. Only pay when you're ready to scale. Sign up in minutes and start exploring.

Start Free Trial

Ship Agents Faster Icon

Ship Agents Faster

Transform your applications and workflows into powerful agentic systems at global scale.

Gemini Enterprise Agent Platform lets you rapidly build, scale, govern and optimize production-ready agents grounded in your organization's data. The platform enables developers to build custom or pre-built agents for virtually any use case. New customers get $300 in free credits.

Get Started Free

$300 Free Credits for Your Google Cloud Projects

Start building on Google Cloud with $300 in free credits. No commitment, no credit card required until you're ready to scale.

Launch your next project with $300 in free Google Cloud credits—no strings attached. Test, build, and deploy without risk. Use your credits across the entire Google Cloud platform to find what works best for your needs. After your credits are used, continue with always-free tier services. Only pay when you're ready to scale. Sign up in minutes and start exploring.

Start Free Trial

Recommended Projects

openSMILE
SMILE = Speech & Music Interpretation by Large Space Extraction openSMILE is a fast, real-time (audio) feature extraction utility for automatic speech, music and paralinguistic recognition research developed originally at TUM in the scope of the EU-project SEMAINE, now maintained and supported by audEERING.
CRP - Chemical Reaction Prediction
Predicting Organic Reactions using Neural Networks.
XGBoost
Scalable and Flexible Gradient Boosting
Cheshire
Clojure JSON and JSON SMILE (binary json format) encoding/decoding
fastText
Library for fast text classification and representation