diff --git a/Core/src/test/java/org/tribuo/util/MurmurHash3Test.java b/Core/src/test/java/org/tribuo/util/MurmurHash3Test.java
new file mode 100644
index 000000000..8e2f08f90
--- /dev/null
+++ b/Core/src/test/java/org/tribuo/util/MurmurHash3Test.java
@@ -0,0 +1,46 @@
+/*
+ * Copyright (c) 2015-2020, Oracle and/or its affiliates. All rights reserved.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.tribuo.util;
+
+import org.junit.jupiter.api.Test;
+
+import static org.junit.jupiter.api.Assertions.*;
+
+/**
+ * Unit tests for {@link MurmurHash3}.
+ */
+class MurmurHash3Test {
+
+    @Test
+    void testFmix32() {
+        assertEquals(1364076727, MurmurHash3.fmix32(1));
+        assertEquals(-2114883783, MurmurHash3.fmix32(-1));
+        assertEquals(-383449968, MurmurHash3.fmix32(10));
+        assertEquals(-36807446, MurmurHash3.fmix32(100));
+        assertEquals(-1434176238, MurmurHash3.fmix32(21323));
+    }
+
+    @Test
+    void testFmix64() {
+        assertEquals(-5451962507482445012L, MurmurHash3.fmix64(1));
+        assertEquals(7256831767414464289L, MurmurHash3.fmix64(-1));
+        assertEquals(7233188113542599437L, MurmurHash3.fmix64(10));
+        assertEquals(-1819968182471218078L, MurmurHash3.fmix64(100));
+        assertEquals(3402563454534931576L, MurmurHash3.fmix64(21323));
+    }
+
+}
\ No newline at end of file
diff --git a/Core/src/test/java/org/tribuo/util/UtilTest.java b/Core/src/test/java/org/tribuo/util/UtilTest.java
index 97dbeea95..cda9db7ce 100644
--- a/Core/src/test/java/org/tribuo/util/UtilTest.java
+++ b/Core/src/test/java/org/tribuo/util/UtilTest.java
@@ -30,7 +30,7 @@
 import static org.junit.jupiter.api.Assertions.fail;
 
 /**
- *
+ * Unit Test for class {@link Util}.
  */
 public class UtilTest {
     private static final double DELTA = 1e-12;
@@ -50,6 +50,21 @@ public void testArgmax() {
         assertEquals(3, argmax.getB());
     }
 
+    @Test
+    public void testArgmin() {
+        assertThrows(IllegalArgumentException.class, () -> Util.argmin(new ArrayList<Double>()));
+
+        List<Integer> lst = Collections.singletonList(1);
+        Pair<Integer, Integer> argmin = Util.argmin(lst);
+        assertEquals(0, argmin.getA());
+        assertEquals(1, argmin.getB());
+
+        lst = Arrays.asList(3, 2, 1);
+        argmin = Util.argmin(lst);
+        assertEquals(2, argmin.getA());
+        assertEquals(1, argmin.getB());
+    }
+
     @Test
     public void testAUC() {
         double output;
@@ -80,4 +95,26 @@ public void testAUC() {
         assertEquals(0.5,output,DELTA);
     }
 
+    @Test
+    public void testBinarySearch(){
+
+        List<String> stringList = Arrays.asList("apple", "banana", "cherry", "date", "fig", "grape");
+        List<Integer> intList = List.of(1, 3, 5, 7, 9);
+
+        assertEquals( -1, Util.binarySearch(stringList, "Cherry"));
+        assertEquals( 2, Util.binarySearch(stringList, "cherry"));
+
+        assertEquals(2, Util.binarySearch(intList, 5, x -> x));
+        assertEquals(-4, Util.binarySearch(intList, 6, x -> x));
+
+    }
+
+    @Test
+    public void testProduct(){
+        assertEquals(0, Util.product(new int[]{0, 0}));
+        assertEquals(0, Util.product(new int[]{1, 0}));
+        assertEquals(0, Util.product(new int[]{0, 1, 2, 3, 4, 5}));
+        assertEquals(120, Util.product(new int[]{1, 1, 2, 3, 4, 5}));
+    }
+
 }