9666a895f7
This is a major refactor of the underlying inference logic. The main refactor is now we are separating the model configuration and the inference interfaces. This has the following benefits: - we can store extra things with the model that are not necessary for inference (i.e. treenode split information gain) - we can optimize inference separate from model serialization and storage. - The user is oblivious to the optimizations (other than seeing the benefits). A major part of this commit is removing all inference related methods from the trained model configurations (ensemble, tree, etc.) and moving them to a new class. This new class satisfies a new interface that is ONLY for inference. The optimizations applied currently are: - feature maps are flattened once - feature extraction only happens once at the highest level (improves inference + feature importance through put) - Only storing what we need for inference + feature importance on heap |
||
|---|---|---|
| .. | ||
| dev-tools | ||
| docs | ||
| license-tools | ||
| plugin | ||
| qa | ||
| snapshot-tool | ||
| test | ||
| transport-client | ||
| NOTICE.txt | ||
| README.md | ||
| build.gradle | ||
README.md
Elastic License Functionality
This directory tree contains files subject to the Elastic License. The files subject to the Elastic License are grouped in this directory to clearly separate them from files licensed under the Apache License 2.0.