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Bumping to 4.1.1.
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Craigacp committed Dec 10, 2021
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2 changes: 1 addition & 1 deletion AnomalyDetection/Core/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-anomaly</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>AnomalyDetection-Core</name>
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2 changes: 1 addition & 1 deletion AnomalyDetection/LibLinear/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-anomaly</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>AnomalyDetection-LibLinear</name>
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2 changes: 1 addition & 1 deletion AnomalyDetection/LibSVM/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-anomaly</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>AnomalyDetection-LibSVM</name>
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2 changes: 1 addition & 1 deletion AnomalyDetection/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>tribuo-anomaly</artifactId>
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2 changes: 1 addition & 1 deletion Classification/Core/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-classification</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Classification-Core</name>
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2 changes: 1 addition & 1 deletion Classification/DecisionTree/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-classification</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Classification-Tree</name>
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2 changes: 1 addition & 1 deletion Classification/Experiments/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-classification</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Classification-Experiments</name>
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2 changes: 1 addition & 1 deletion Classification/Explanations/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-classification</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Classification-Explanations</name>
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2 changes: 1 addition & 1 deletion Classification/LibLinear/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-classification</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Classification-LibLinear</name>
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2 changes: 1 addition & 1 deletion Classification/LibSVM/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-classification</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Classification-LibSVM</name>
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2 changes: 1 addition & 1 deletion Classification/MultinomialNaiveBayes/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-classification</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
</parent>
<name>Classification-MultinomialNaiveBayes</name>
<artifactId>tribuo-classification-mnnaivebayes</artifactId>
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2 changes: 1 addition & 1 deletion Classification/SGD/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-classification</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Classification-SGD</name>
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2 changes: 1 addition & 1 deletion Classification/XGBoost/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-classification</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Classification-XGBoost</name>
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2 changes: 1 addition & 1 deletion Classification/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>tribuo-classification</artifactId>
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2 changes: 1 addition & 1 deletion Clustering/Core/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-clustering</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Clustering-Core</name>
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2 changes: 1 addition & 1 deletion Clustering/KMeans/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-clustering</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Clustering-KMeans</name>
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2 changes: 1 addition & 1 deletion Clustering/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>tribuo-clustering</artifactId>
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2 changes: 1 addition & 1 deletion Common/LibLinear/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-common</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Common-LibLinear</name>
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2 changes: 1 addition & 1 deletion Common/LibSVM/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-common</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Common-LibSVM</name>
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2 changes: 1 addition & 1 deletion Common/NearestNeighbour/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-common</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Common-NearestNeighbour</name>
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2 changes: 1 addition & 1 deletion Common/SGD/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-common</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Common-SGD</name>
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2 changes: 1 addition & 1 deletion Common/Trees/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-common</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Common-Tree</name>
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2 changes: 1 addition & 1 deletion Common/XGBoost/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-common</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Common-XGBoost</name>
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2 changes: 1 addition & 1 deletion Common/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>tribuo-common</artifactId>
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2 changes: 1 addition & 1 deletion Core/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Core</name>
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2 changes: 1 addition & 1 deletion Data/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Data</name>
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2 changes: 1 addition & 1 deletion Interop/Core/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-interop</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Interop-Core</name>
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2 changes: 1 addition & 1 deletion Interop/ONNX/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-interop</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Interop-ONNX</name>
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2 changes: 1 addition & 1 deletion Interop/Tensorflow/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-interop</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Interop-Tensorflow</name>
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2 changes: 1 addition & 1 deletion Interop/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>tribuo-interop</artifactId>
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2 changes: 1 addition & 1 deletion Json/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
</parent>
<modelVersion>4.0.0</modelVersion>
<name>Json</name>
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2 changes: 1 addition & 1 deletion Math/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Math</name>
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2 changes: 1 addition & 1 deletion MultiLabel/Core/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-multilabel</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>MultiLabel-Core</name>
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2 changes: 1 addition & 1 deletion MultiLabel/SGD/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-multilabel</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>MultiLabel-SGD</name>
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2 changes: 1 addition & 1 deletion MultiLabel/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<artifactId>tribuo-multilabel</artifactId>
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7 changes: 4 additions & 3 deletions README.md
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* [LibLinear](https://github.com/bwaldvogel/liblinear-java) - via the LibLinear-java port of the original [LibLinear](https://www.csie.ntu.edu.tw/~cjlin/liblinear/) (v2.43).
* [LibSVM](https://www.csie.ntu.edu.tw/~cjlin/libsvm/) - using the pure Java transformed version of the C++ implementation (v3.24).
* [ONNX Runtime](https://onnxruntime.ai) - via the Java API contributed by our group (v1.7.0).
* [TensorFlow](https://tensorflow.org) - Using [TensorFlow Java](https://github.com/tensorflow/java) v0.3.1 (based on TensorFlow v2.4.1). This allows the training and deployment of TensorFlow models entirely in Java.
* [TensorFlow](https://tensorflow.org) - Using [TensorFlow Java](https://github.com/tensorflow/java) v0.4.0 (based on TensorFlow v2.7.0). This allows the training and deployment of TensorFlow models entirely in Java.
* [XGBoost](https://xgboost.ai) - via the built in XGBoost4J API (v1.4.1).

## Binaries
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<dependency>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-all</artifactId>
<version>4.1.0</version>
<version>4.1.1</version>
<type>pom</type>
</dependency>
```
or from Gradle:
```groovy
implementation ("org.tribuo:tribuo-all:4.1.0@pom") {
implementation ("org.tribuo:tribuo-all:4.1.1@pom") {
transitive = true // for build.gradle (i.e., Groovy)
// isTransitive = true // for build.gradle.kts (i.e., Kotlin)
}
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## Release Notes:

- v4.1.1 - Bug fixes for multidimensional regression, reproducibility fixes for liblinear and libsvm, fixes for KMeans and KNN running with SecurityManager, and updated TF-Java to fix bugs in upstream TF.
- v4.1.0 - Added TensorFlow training support, a BERT feature extractor, ExtraTrees, K-Means++, many linear model & CRF performance improvements, new tutorials on TF and document classification. Many bug fixes & documentation improvements.
- v4.0.2 - Many bug fixes (CSVDataSource, JsonDataSource, RowProcessor, LibSVMTrainer, Evaluations, Regressor serialization). Improved javadoc and documentation. Added two new tutorials (columnar data and external models).
- v4.0.1 - Bugfix for CSVReader to cope with blank lines, added IDXDataSource to allow loading of native MNIST format data.
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2 changes: 1 addition & 1 deletion Regression/Core/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-regression</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Regression-Core</name>
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2 changes: 1 addition & 1 deletion Regression/LibLinear/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-regression</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Regression-LibLinear</name>
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2 changes: 1 addition & 1 deletion Regression/LibSVM/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-regression</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Regression-LibSVM</name>
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2 changes: 1 addition & 1 deletion Regression/RegressionTree/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-regression</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Regression-Tree</name>
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2 changes: 1 addition & 1 deletion Regression/SGD/pom.xml
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<parent>
<groupId>org.tribuo</groupId>
<artifactId>tribuo-regression</artifactId>
<version>4.1.1-SNAPSHOT</version>
<version>4.1.1</version>
<relativePath>../pom.xml</relativePath>
</parent>
<name>Regression-SGD</name>
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