[Lgbm] support multi type prediction

[ewan0x79]

Description

This PR is primarily aimed at implementing data inference functionality using the LightGBM model, supporting various types of inference including Raw Score, Leaf Index, and Feature Contribution. The inference task is accomplished through JNI calls to the LightGBM C API, and the results are returned in the form of a ByteBuffer for further processing.

• Backward Incompatible Changes: There are no backward incompatible changes in this update. It mainly introduces new functionalities without altering the behavior of existing features. Therefore, existing code and functionalities should not be affected by this change.
• Interesting Edge Cases to Note:
  • When the prediction type is Leaf Index, although the LightGBM C API returns the results as floating-point numbers (double), these values are actually integer indices. Therefore, when processing these values, it might be necessary to convert them into integer types.

[codecov-commenter]

Codecov Report

Attention: Patch coverage is 68.51852% with 17 lines in your changes missing coverage. Please review.

Project coverage is 72.41%. Comparing base (bd7f4ca) to head (03e9809).
Report is 3 commits behind head on master.

Files	Patch %	Lines
...src/main/java/ai/djl/ml/lightgbm/jni/JniUtils.java	48.00%	12 Missing and 1 partial ⚠️
...bm/src/main/java/ai/djl/ml/lightgbm/LgbmModel.java	71.42%	0 Missing and 2 partials ⚠️
.../main/java/ai/djl/ml/lightgbm/LgbmSymbolBlock.java	90.90%	1 Missing and 1 partial ⚠️

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Additional details and impacted files

@@             Coverage Diff              @@
##             master    #3237      +/-   ##
============================================
+ Coverage     64.26%   72.41%   +8.15%     
- Complexity     6455     7317     +862     
============================================
  Files           676      676              
  Lines         32443    32486      +43     
  Branches       3417     3425       +8     
============================================
+ Hits          20849    23525    +2676     
+ Misses        10016     7346    -2670     
- Partials       1578     1615      +37     

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