v3.1.0

README.md

@@ -65,26 +65,26 @@ following to your project pom.xml file.
     <dependency>
       <groupId>com.github.haifengl</groupId>
       <artifactId>smile-core</artifactId>
-      <version>3.0.3</version>
+      <version>3.1.0</version>
     </dependency>
 ```
 
 For NLP, use the artifactId smile-nlp.
 
 For Scala API, please use
 ```
-    libraryDependencies += "com.github.haifengl" %% "smile-scala" % "3.0.3"
+    libraryDependencies += "com.github.haifengl" %% "smile-scala" % "3.1.0"
 ```
 
 For Kotlin API, add the below into the `dependencies` section
 of Gradle build script.
 ```
-    implementation("com.github.haifengl:smile-kotlin:3.0.3")
+    implementation("com.github.haifengl:smile-kotlin:3.1.0")
 ```
 
 For Clojure API, add the following dependency to your project or build file:
 ```
-    [org.clojars.haifengl/smile "3.0.3"]
+    [org.clojars.haifengl/smile "3.1.0"]
 ```
 
 Some algorithms rely on BLAS and LAPACK (e.g. manifold learning,
@@ -170,7 +170,7 @@ To use SmilePlot, add the following to dependencies
     <dependency>
       <groupId>com.github.haifengl</groupId>
       <artifactId>smile-plot</artifactId>
-      <version>3.0.3</version>
+      <version>3.1.0</version>
     </dependency>
 ```
 

build.sbt

@@ -13,7 +13,7 @@ lazy val commonSettings = Seq(
   organization := "com.github.haifengl",
   organizationName := "Haifeng Li",
   organizationHomepage := Some(url("http://haifengl.github.io/")),
-  version := "3.0.3",
+  version := "3.1.0",
 
   autoAPIMappings := true,
   Test / fork := true,

clojure/project.clj

@@ -1,12 +1,12 @@
-(defproject org.clojars.haifengl/smile "3.0.3"
+(defproject org.clojars.haifengl/smile "3.1.0"
   :description "Smile - Statistical Machine Intelligence and Learning Engine"
   :url "https://haifengl.github.io"
   :scm {:name "git"
         :url "https://github.com/haifengl/smile"}
   :license {:name "GNU General Public License, Version 3"
             :url "https://opensource.org/licenses/GPL-3.0"}
   :dependencies [[org.clojure/clojure "1.11.2"]
-                 [com.github.haifengl/smile-core "3.0.3"]]
+                 [com.github.haifengl/smile-core "3.1.0"]]
   :plugins [[lein-codox "0.10.8"]]
   :codox {:doc-files ["README.md"]
           :output-path "../doc/api/clojure"}

kotlin/build.gradle.kts

@@ -15,7 +15,7 @@ plugins {
 }
 
 group = "com.github.haifengl"
-version = "3.0.3"
+version = "3.1.0"
 
 repositories {
     mavenCentral()
@@ -24,8 +24,8 @@ repositories {
 
 dependencies {
     implementation(kotlin("stdlib")) 
-    api("com.github.haifengl:smile-core:3.0.3")
-    api("com.github.haifengl:smile-nlp:3.0.3")
+    api("com.github.haifengl:smile-core:3.1.0")
+    api("com.github.haifengl:smile-nlp:3.1.0")
 }
 
 // Copy jar to shell lib

web/faq.html

@@ -27,24 +27,24 @@ <h2 class="question" id="link-with-smile">Link with Smile</h2>
     &lt;dependency&gt;
       &lt;groupId&gt;com.github.haifengl&lt;/groupId&gt;
       &lt;artifactId&gt;smile-core&lt;/artifactId&gt;
-      &lt;version&gt;3.0.3&lt;/version&gt;
+      &lt;version&gt;3.1.0&lt;/version&gt;
     &lt;/dependency&gt;
     </code></pre>
 
     <p>If you're using Gradle, add the following line into your build
         file's <code>dependencies</code> section:</p>
     <pre><code>
-    implementation("com.github.haifengl:smile-core:3.0.3")
+    implementation("com.github.haifengl:smile-core:3.1.0")
     </code></pre>
 
     <p>If you're using SBT, add the following line into your build file:</p>
     <pre><code>
-    libraryDependencies += "com.github.haifengl" % "smile-core" % "3.0.3"
+    libraryDependencies += "com.github.haifengl" % "smile-core" % "3.1.0"
     </code></pre>
 
     <p>For Scala API,</p>
     <pre><code>
-    libraryDependencies += "com.github.haifengl" %% "smile-scala" % "3.0.3"
+    libraryDependencies += "com.github.haifengl" %% "smile-scala" % "3.1.0"
     </code></pre>
 
     <p>Some algorithms rely on BLAS and LAPACK (e.g. manifold learning,
@@ -74,7 +74,7 @@ <h2 class="question" id="link-with-smile">Link with Smile</h2>
         includes MKL binaries. With `smile-mkl` module in the class path, Smile
         will automatically switch to MKL.</p>
     <pre><code>
-    libraryDependencies += "com.github.haifengl" % "smile-mkl" % "3.0.3"
+    libraryDependencies += "com.github.haifengl" % "smile-mkl" % "3.1.0"
     </code></pre>
 
     <h2 class="question" id="model-serialization">Model serialization</h2>

web/index.html

@@ -6,15 +6,15 @@
   <div class="news" style="margin-bottom: 20px;">
     <h5>Latest News</h5>
     <ul class="list-unstyled">
+      <li><a href="https://github.com/haifengl/smile/releases/tag/v3.1.0">Smile 3.1.0 Released!</a>
+        <span class="small">(Apr 2, 2024)</span></li>
+
       <li><a href="https://github.com/haifengl/smile/releases/tag/v3.0.3">Smile 3.0.3 Released!</a>
         <span class="small">(Mar 8, 2024)</span></li>
 
       <li><a href="https://github.com/haifengl/smile/releases/tag/v3.0.2">Smile 3.0.2 Released!</a>
         <span class="small">(Jun 14, 2023)</span></li>
 
-      <li><a href="https://github.com/haifengl/smile/releases/tag/v3.0.1">Smile 3.0.1 Released!</a>
-        <span class="small">(Mar 3, 2023)</span></li>
-
       <li><a href="https://sudonull.com/post/28015-ML-on-Scala-with-a-smile-for-those-who-are-not-afraid-of-experiments-Yulas-blog">ML on Scala with a Smile</a>
         <span class="small">(May 22, 2019)</span></li>
 

web/quickstart.html

@@ -429,7 +429,7 @@ <h2 id="notebook">Notebooks</h2>
         the <code>notebooks</code> directory.</p>
 
     <pre class="prettyprint lang-scala"><code>
-    import $ivy.`com.github.haifengl::smile-scala:3.0.3`
+    import $ivy.`com.github.haifengl::smile-scala:3.1.0`
 
     import scala.language.postfixOps
     import org.apache.commons.csv.CSVFormat