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@dependabot dependabot bot commented on behalf of github Oct 27, 2025

Bumps com.github.haifengl:smile-core from 1.5.1 to 5.0.0.

Release notes

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

5.0.0

  1. V5.x requires Java 25
  2. Fully redesign linear algebra and tensor/matrix package
  3. 20% faster on average

4.4.2

Bug fixes

4.4.1

Bug fixes

4.4.0

  1. Swing plot API refactoring
  2. Migrate to the Central Publisher Portal as OSSRH service will reach end-of-life.
  3. Bug fixes

4.3.0

  1. IterativeAlgorithmController to monitor training progress and early stop.
  2. Refactor learning algorithm hyperparameters with record Options
  3. Refactor partitioning clustering algorithms
  4. Rename CLARANS to KMedoids
  5. SpectralClustering for sparse feature count matrix with cosine similarity.
  6. Move lambda function interface into smile.util.function package
  7. Update scala code to Scala 3 syntax
  8. block quote representation for LLM reasoning block
  9. Add --host and --port options for inference endpoint
  10. Add --line option to render inference output JSON objects in a line-by-line fashion
  11. gradle build scripts

4.2.0

  1. DataFrame is fully re-designed. See Data Processing for a tutorial of the new API.
  2. Random Forest and Gradient Boosting are 30% faster.
  3. LLM frontend supports MathML.
  4. Add smile.datasets package including many open benchmark datasets and training formula.
  5. Bug fixes.

4.1.0

  1. Refactor Graph API
  2. Add Prim's algorithm for MST
  3. Add Held-Karp algorithm, Christofides algorithm, branch-and-bound TSP, 2-opt algorithm, and various heuristics algorithms for TSP
  4. Add random projection tree and random projection forest
  5. Add nearest neighbor descent algorithm
  6. UMAP is 6X faster on large data
  7. Refactor manifold algorithm APIs
  8. Add Pairing Heap data structure
  9. Bug fixes

4.0.0

  1. smile-deep package for deep learning
  2. Llama 3.1 model in Java

... (truncated)

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Note
Automatic rebases have been disabled on this pull request as it has been open for over 30 days.

Bumps [com.github.haifengl:smile-core](https://github.com/haifengl/smile) from 1.5.1 to 5.0.0.
- [Release notes](https://github.com/haifengl/smile/releases)
- [Commits](haifengl/smile@v1.5.1...v5.0.0)

---
updated-dependencies:
- dependency-name: com.github.haifengl:smile-core
  dependency-version: 5.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <[email protected]>
@dependabot dependabot bot added dependencies Pull requests that update a dependency file java Pull requests that update Java code labels Oct 27, 2025
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