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Bump smile from 4.4.2 to 6.1.0#201

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Bump smile from 4.4.2 to 6.1.0#201
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dependabot/gradle/smile-6.1.0

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@dependabot dependabot Bot commented on behalf of github May 4, 2026

Bumps smile from 4.4.2 to 6.1.0.
Updates com.github.haifengl:smile-core from 4.4.2 to 6.1.0

Release notes

Sourced from com.github.haifengl:smile-core's releases.

Release v6.1.0

✨ New Features

  • Resampling Algorithms: Added SMOTE, Borderline-SMOTE, TomekLinks, SMOTETomek, SVM-SMOTE, ADAYSN, and BSO algorithms for advanced class imbalance handling.
  • File Explorer Enhancements: Added rename, delete, and move actions to the File Explorer.
  • Tabular Modeling Playbook: Added a comprehensive playbook for tabular modeling.
  • AutoML Skill: Added an end-to-end automated machine learning skill.
  • CAAFE and DFS Skills: Introduced skills for context-aware automated feature engineering and deep feature synthesis.
  • Exploratory Data Analysis Skill: Added a skill for systematic EDA on tabular datasets.
  • Model-Selection, Model-Evaluation, Hyperparameter-Tuning, Feature-Engineering, Postprocess, Neural-Architecture-Search Skills: Expanded the skill set for advanced ML workflows.

🔧 Improvements

  • Improved error handling for SQL statement execution and file saving.
  • Updated dependencies: Kotlin 2.3.21, Quarkus 3.34.6.
  • Increased default RAM allocation for large datasets.
  • Enhanced UI: better edge case handling, more robust file refresh, etc.

🐛 Fixes

  • Fixed issues with trailing semicolons when saving query results.
  • Fixed issues with ONNX installation and library symlinks for different platforms.
  • Fixed HuggingFace Hub download function to correctly handle tokens.
  • Fixed DOM text interpretation and code scanning alerts.

🛡️ Security

  • Hardened SQL to reject injection risks; added 27 regression tests for coverage.
  • Enhanced object deserialization with ObjectInputFilter to reject untrusted model origins.
  • Addressed code scanning alerts for unsafe jQuery plugins and DOM manipulation.

🛠️ Refactoring & Internal

  • Improved logging and session management.
  • Standardized command and parameter naming across tools.

Full Changelog: haifengl/smile@v6.0.1...v6.1.0

6.0.1

✨ New Features

  • Agents: Added support for Anthropic, Gemini, and 3rd party models.
  • Internationalization: Added support for Chinese (CN), Japanese (JP), French (FR), and Spanish (ES).
  • Deep Learning Enhancements: Added new activation functions: Mish, ELU, and Hardswish.
  • Data Handling: Support float[][] input data for K-Means, G-Means, and X-Means.

🔧 Improvements

  • Performance & Stability:
    • Significant reduction in memory leaks and tightened memory management.

... (truncated)

Commits

Updates com.github.haifengl:smile-kotlin from 4.4.2 to 6.1.0

Release notes

Sourced from com.github.haifengl:smile-kotlin's releases.

Release v6.1.0

✨ New Features

  • Resampling Algorithms: Added SMOTE, Borderline-SMOTE, TomekLinks, SMOTETomek, SVM-SMOTE, ADAYSN, and BSO algorithms for advanced class imbalance handling.
  • File Explorer Enhancements: Added rename, delete, and move actions to the File Explorer.
  • Tabular Modeling Playbook: Added a comprehensive playbook for tabular modeling.
  • AutoML Skill: Added an end-to-end automated machine learning skill.
  • CAAFE and DFS Skills: Introduced skills for context-aware automated feature engineering and deep feature synthesis.
  • Exploratory Data Analysis Skill: Added a skill for systematic EDA on tabular datasets.
  • Model-Selection, Model-Evaluation, Hyperparameter-Tuning, Feature-Engineering, Postprocess, Neural-Architecture-Search Skills: Expanded the skill set for advanced ML workflows.

🔧 Improvements

  • Improved error handling for SQL statement execution and file saving.
  • Updated dependencies: Kotlin 2.3.21, Quarkus 3.34.6.
  • Increased default RAM allocation for large datasets.
  • Enhanced UI: better edge case handling, more robust file refresh, etc.

🐛 Fixes

  • Fixed issues with trailing semicolons when saving query results.
  • Fixed issues with ONNX installation and library symlinks for different platforms.
  • Fixed HuggingFace Hub download function to correctly handle tokens.
  • Fixed DOM text interpretation and code scanning alerts.

🛡️ Security

  • Hardened SQL to reject injection risks; added 27 regression tests for coverage.
  • Enhanced object deserialization with ObjectInputFilter to reject untrusted model origins.
  • Addressed code scanning alerts for unsafe jQuery plugins and DOM manipulation.

🛠️ Refactoring & Internal

  • Improved logging and session management.
  • Standardized command and parameter naming across tools.

Full Changelog: haifengl/smile@v6.0.1...v6.1.0

6.0.1

✨ New Features

  • Agents: Added support for Anthropic, Gemini, and 3rd party models.
  • Internationalization: Added support for Chinese (CN), Japanese (JP), French (FR), and Spanish (ES).
  • Deep Learning Enhancements: Added new activation functions: Mish, ELU, and Hardswish.
  • Data Handling: Support float[][] input data for K-Means, G-Means, and X-Means.

🔧 Improvements

  • Performance & Stability:
    • Significant reduction in memory leaks and tightened memory management.

... (truncated)

Commits

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Bumps `smile` from 4.4.2 to 6.1.0.

Updates `com.github.haifengl:smile-core` from 4.4.2 to 6.1.0
- [Release notes](https://github.com/haifengl/smile/releases)
- [Commits](haifengl/smile@v4.4.2...v6.1.0)

Updates `com.github.haifengl:smile-kotlin` from 4.4.2 to 6.1.0
- [Release notes](https://github.com/haifengl/smile/releases)
- [Commits](haifengl/smile@v4.4.2...v6.1.0)

---
updated-dependencies:
- dependency-name: com.github.haifengl:smile-core
  dependency-version: 6.1.0
  dependency-type: direct:production
  update-type: version-update:semver-major
- dependency-name: com.github.haifengl:smile-kotlin
  dependency-version: 6.1.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
@dependabot dependabot Bot added dependencies Pull requests that update a dependency file java Pull requests that update java code labels May 4, 2026
@dependabot dependabot Bot requested a review from linde9821 as a code owner May 4, 2026 05:57
@dependabot dependabot Bot added dependencies Pull requests that update a dependency file java Pull requests that update java code labels May 4, 2026
@linde9821 linde9821 closed this May 4, 2026
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dependabot Bot commented on behalf of github May 4, 2026

OK, I won't notify you again about this release, but will get in touch when a new version is available. You can also ignore all major, minor, or patch releases for a dependency by adding an ignore condition with the desired update_types to your config file.

If you change your mind, just re-open this PR and I'll resolve any conflicts on it.

@dependabot dependabot Bot deleted the dependabot/gradle/smile-6.1.0 branch May 4, 2026 10:24
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