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@@ -1,3 +1,5 @@ | ||
[![Maven Central](https://img.shields.io/maven-central/v/dk.alexandra.fresco/stat.svg?label=Maven%20Central)](https://search.maven.org/search?q=g:%22dk.alexandra.fresco%22%20AND%20a:%22stat%22) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://github.com/alexandrainst/fresco-stat/blob/master/README.md) | ||
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<h1>FRESCO-stat</h1> | ||
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<p> | ||
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@@ -29,7 +31,7 @@ of the two. Or one party could know the model parameters and other parties the d | |
model eg. in regression or machine learning. | ||
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The library has four function libraries with the following functions: | ||
1. [Statistics](core/src/main/java/dk/alexandra/fresco/stat/Statistics.java) | ||
1. [Statistics](src/main/java/dk/alexandra/fresco/stat/Statistics.java) | ||
* Descriptive statistics | ||
* Sample mean | ||
* Sample standard deviation | ||
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@@ -52,7 +54,7 @@ The library has four function libraries with the following functions: | |
* <i>k</i>-anonymization | ||
* Differentially private histograms | ||
* Differentially private linear regression | ||
1. [Sampling from various distributions](core/src/main/java/dk/alexandra/fresco/stat/Sampler.java) | ||
1. [Sampling from various distributions](src/main/java/dk/alexandra/fresco/stat/Sampler.java) | ||
* Bernoulli distribution | ||
* Categorical distribution | ||
* Exponential distribution | ||
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@@ -61,7 +63,7 @@ The library has four function libraries with the following functions: | |
* Normal distribution | ||
* Rademacher distribution | ||
* Uniform distribution | ||
1. [Linear Algebra](core/src/main/java/dk/alexandra/fresco/stat/AdvancedLinearAlgebra.java) (see also the <i>fixed</i> library in FRESCO for basic linear algebra functions) | ||
1. [Linear Algebra](src/main/java/dk/alexandra/fresco/stat/AdvancedLinearAlgebra.java) (see also the <i>fixed</i> library in FRESCO for basic linear algebra functions) | ||
* Back- and forward substitution | ||
* Gram-Schmidt process | ||
* Inverse of triangular matrices | ||
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@@ -89,14 +91,14 @@ Build the project and the documentation using Maven: | |
mvn clean install | ||
mvn javadoc:javadoc | ||
``` | ||
The javadoc can be found in the `core/target/apidocs` folder. | ||
The javadoc can be found in the `target/apidocs` folder. | ||
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The library may be included in other projects by including it as a Maven dependency. | ||
``` | ||
<dependency> | ||
<artifactId>stat-core</artifactId> | ||
<artifactId>stat</artifactId> | ||
<groupId>dk.alexandra.fresco</groupId> | ||
<version>1.0</version> | ||
<version>0.2</version> | ||
</dependency> | ||
``` | ||
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@@ -152,4 +154,4 @@ Distributed under the MIT License. See [the licence](LICENSE) for more informati | |
<!-- CONTACT --> | ||
## Contact | ||
The library is developed and maintained by the Security Lab at the <a href="https://alexandra.dk/about-the-alexandra-institute/">Alexandra Institute</a>. | ||
If you have found a bug, have questions about the usage of the library, or you are missing functionality, feel free to contact us at <a href="[email protected]">[email protected]</a>. | ||
If you have found a bug, have questions about the usage of the library, or you are missing functionality, feel free to contact us at <a href="[email protected]">[email protected]</a>. |
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