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[java] Bump com.github.haifengl:smile-core from 1.5.1 to 4.2.0#73

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[java] Bump com.github.haifengl:smile-core from 1.5.1 to 4.2.0#73
dependabot[bot] wants to merge 1 commit intonextfrom
dependabot/gradle/next/com.github.haifengl-smile-core-4.2.0

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@dependabot dependabot bot commented on behalf of github Feb 3, 2025

Bumps com.github.haifengl:smile-core from 1.5.1 to 4.2.0.

Release notes

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

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
  3. Native Java implementation of tiktoken tokenizer
  4. EfficientNet model for image classification
  5. smile-shell has built-in training and inference functionalities, including streaming APIs.
  6. smile-serve is an LLM inference server with OpenAI-compatible APIs and fully functional frontend.
  7. Gradient boost is 10X faster on very large dataset
  8. Code refresh to leverage latest Java features.
  9. Various plain value classes are converted to records
  10. Smile shell for Java and Kotlin
  11. Java 21 required

3.1.1

Bug fixes.

3.1.0

  • Declarative Data Visualization for Java

3.0.3

Bug fixes.

3.0.2

  1. Minor bug fixes.
  2. Improve flaky tests.

3.0.1

  1. Remove XStream dependency as it exposes many vulnerabilities
  2. Bug fixes with ICA, MCC, Shap Value, etc.

3.0.0

  1. Switch to dual license model to meet open-source projects (GPL) and the development and distribution needs of commercial distributors (such as OEMs, ISVs and VARs).

... (truncated)

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Bumps [com.github.haifengl:smile-core](https://github.com/haifengl/smile) from 1.5.1 to 4.2.0.
- [Release notes](https://github.com/haifengl/smile/releases)
- [Commits](haifengl/smile@v1.5.1...v4.2.0)

---
updated-dependencies:
- dependency-name: com.github.haifengl:smile-core
  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 Feb 3, 2025
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dependabot bot commented on behalf of github Mar 3, 2025

Superseded by #76.

@dependabot dependabot bot closed this Mar 3, 2025
@dependabot dependabot bot deleted the dependabot/gradle/next/com.github.haifengl-smile-core-4.2.0 branch March 3, 2025 19:11
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