diff --git a/README.md b/README.md
index dfb5ce3e2..351fc3ee9 100644
--- a/README.md
+++ b/README.md
@@ -369,6 +369,7 @@ The library comes with these predefined predicates:
 * `NonDivisible[N]`: checks if an integral value is not evenly divisible by `N`
 * `Even`: checks if an integral value is evenly divisible by 2
 * `Odd`: checks if an integral value is not evenly divisible by 2
+* `NotNaN`: checks if a floating-point number is not NaN
 
 [`string`](https://github.com/fthomas/refined/blob/master/modules/core/shared/src/main/scala/eu/timepit/refined/string.scala)
 
diff --git a/modules/core/shared/src/main/scala/eu/timepit/refined/numeric.scala b/modules/core/shared/src/main/scala/eu/timepit/refined/numeric.scala
index bfc81226c..6e7fc5b88 100644
--- a/modules/core/shared/src/main/scala/eu/timepit/refined/numeric.scala
+++ b/modules/core/shared/src/main/scala/eu/timepit/refined/numeric.scala
@@ -41,6 +41,9 @@ object numeric extends NumericInference {
   /** Predicate that checks if an integral value modulo `N` is `O`. */
   final case class Modulo[N, O](n: N, o: O)
 
+  /** Predicate that checks if a floating-point number value is not NaN. */
+  case class NotNaN()
+
   /** Predicate that checks if a numeric value is less than or equal to `N`. */
   type LessEqual[N] = Not[Greater[N]]
 
@@ -117,6 +120,14 @@ object numeric extends NumericInference {
         Modulo(wn.fst, wo.fst)
       )
   }
+
+  object NotNaN {
+    implicit def floatNotNaNValidate:  Validate.Plain[Float, NotNaN]  = fromIsNaN(_.isNaN)
+    implicit def doubleNotNaNValidate: Validate.Plain[Double, NotNaN] = fromIsNaN(_.isNaN)
+
+    def fromIsNaN[A](isNaN: A => Boolean): Validate.Plain[A, NotNaN] =
+      Validate.fromPredicate(x => !isNaN(x), x => s"$x != NaN", NotNaN())
+  }
 }
 
 private[refined] trait NumericInference {
diff --git a/modules/core/shared/src/main/scala/eu/timepit/refined/predicates/numeric.scala b/modules/core/shared/src/main/scala/eu/timepit/refined/predicates/numeric.scala
index 27ae37d63..7ba6c65a6 100644
--- a/modules/core/shared/src/main/scala/eu/timepit/refined/predicates/numeric.scala
+++ b/modules/core/shared/src/main/scala/eu/timepit/refined/predicates/numeric.scala
@@ -14,6 +14,9 @@ trait NumericPredicates {
   final type Modulo[N, O] = refined.numeric.Modulo[N, O]
   final val Modulo = refined.numeric.Modulo
 
+  final type NotNaN = refined.numeric.NotNaN
+  final val NotNaN = refined.numeric.NotNaN
+
   final type LessEqual[N] = refined.numeric.LessEqual[N]
 
   final type GreaterEqual[N] = refined.numeric.GreaterEqual[N]
diff --git a/modules/core/shared/src/main/scala/eu/timepit/refined/types/numeric.scala b/modules/core/shared/src/main/scala/eu/timepit/refined/types/numeric.scala
index 0448af8f3..7386aad9b 100644
--- a/modules/core/shared/src/main/scala/eu/timepit/refined/types/numeric.scala
+++ b/modules/core/shared/src/main/scala/eu/timepit/refined/types/numeric.scala
@@ -1,7 +1,7 @@
 package eu.timepit.refined.types
 
 import eu.timepit.refined.api.{Refined, RefinedTypeOps}
-import eu.timepit.refined.numeric.{Negative, NonNegative, NonPositive, Positive}
+import eu.timepit.refined.numeric.{Negative, NonNegative, NonPositive, NotNaN, Positive}
 
 /** Module for numeric refined types. */
 object numeric {
@@ -165,6 +165,16 @@ object numeric {
   type NonPosBigDecimal = BigDecimal Refined NonPositive
 
   object NonPosBigDecimal extends RefinedTypeOps[NonPosBigDecimal, BigDecimal]
+
+  /** A `Float` that is not NaN. */
+  type FloatNotNaN = Float Refined NotNaN
+
+  object FloatNotNaN extends RefinedTypeOps[FloatNotNaN, Float]
+
+  /** A `Double` that is not NaN. */
+  type DoubleNotNaN = Double Refined NotNaN
+
+  object DoubleNotNaN extends RefinedTypeOps[DoubleNotNaN, Double]
 }
 
 trait NumericTypes {
@@ -215,6 +225,12 @@ trait NumericTypes {
 
   final type NonPosDouble = numeric.NonPosDouble
   final val NonPosDouble = numeric.NonPosDouble
+
+  final type FloatNotNaN = numeric.FloatNotNaN
+  final val FloatNotNaN = numeric.FloatNotNaN
+
+  final type DoubleNotNaN = numeric.DoubleNotNaN
+  final val DoubleNotNaN = numeric.DoubleNotNaN
 }
 
 trait NumericTypesBinCompat1 {
diff --git a/modules/core/shared/src/test/scala/eu/timepit/refined/NumericValidateSpec.scala b/modules/core/shared/src/test/scala/eu/timepit/refined/NumericValidateSpec.scala
index 1fd7cac94..516f3afb8 100644
--- a/modules/core/shared/src/test/scala/eu/timepit/refined/NumericValidateSpec.scala
+++ b/modules/core/shared/src/test/scala/eu/timepit/refined/NumericValidateSpec.scala
@@ -2,8 +2,8 @@ package eu.timepit.refined
 
 import eu.timepit.refined.TestUtils._
 import eu.timepit.refined.numeric._
+import org.scalacheck.{Arbitrary, Gen, Properties}
 import org.scalacheck.Prop._
-import org.scalacheck.Properties
 import shapeless.nat._
 
 class NumericValidateSpec extends Properties("NumericValidate") {
@@ -179,4 +179,25 @@ class NumericValidateSpec extends Properties("NumericValidate") {
     val s = showExpr[Interval.Closed[_0, _1]](0.5)
     (s ?= "(!(0.5 < 0) && !(0.5 > 1))") || (s ?= "(!(0.5 < 0.0) && !(0.5 > 1.0))")
   }
+
+
+  val floatWithNaN:  Gen[Float]  = Gen.frequency(8 -> Arbitrary.arbitrary[Float],  2 -> Float.NaN)
+  val doubleWithNaN: Gen[Double] = Gen.frequency(8 -> Arbitrary.arbitrary[Double], 2 -> Double.NaN)
+
+  property("NotNaN.Float.isValid") = forAll(floatWithNaN) { (d: Float) =>
+    isValid[NotNaN](d) ?= !d.isNaN
+  }
+
+  property("NotNaN.Float.showExpr") = secure {
+    showExpr[NotNaN](Float.NaN) ?= "NaN != NaN"
+  }
+
+  property("NotNaN.Double.isValid") = forAll(doubleWithNaN) { (d: Double) =>
+    isValid[NotNaN](d) ?= !d.isNaN
+  }
+
+  property("NotNaN.Double.showExpr") = secure {
+    showExpr[NotNaN](Double.NaN) ?= "NaN != NaN"
+  }
+
 }
diff --git a/modules/scalacheck/shared/src/main/scala/eu/timepit/refined/scalacheck/numeric.scala b/modules/scalacheck/shared/src/main/scala/eu/timepit/refined/scalacheck/numeric.scala
index c3202bab0..e0e64c8fc 100644
--- a/modules/scalacheck/shared/src/main/scala/eu/timepit/refined/scalacheck/numeric.scala
+++ b/modules/scalacheck/shared/src/main/scala/eu/timepit/refined/scalacheck/numeric.scala
@@ -57,6 +57,12 @@ trait NumericInstances {
   ): Arbitrary[F[T, GreaterEqual[N]]] =
     rangeClosedArbitrary(wn.snd, max.max)
 
+  implicit def floatNotNaNArbitrary[F[_, _]: RefType](implicit arb: Arbitrary[Float]): Arbitrary[F[Float, NotNaN]] =
+    arbitraryRefType(arb.arbitrary.suchThat(x => !x.isNaN))
+
+  implicit def doubleNotNaNArbitrary[F[_, _]: RefType](implicit arb: Arbitrary[Double]): Arbitrary[F[Double, NotNaN]] =
+    arbitraryRefType(arb.arbitrary.suchThat(x => !x.isNaN))
+
   ///
 
   implicit def intervalOpenArbitrary[F[_, _]: RefType, T: Numeric: Choose: Adjacent, L, H](
diff --git a/modules/scalacheck/shared/src/test/scala/eu/timepit/refined/scalacheck/NumericArbitrarySpec.scala b/modules/scalacheck/shared/src/test/scala/eu/timepit/refined/scalacheck/NumericArbitrarySpec.scala
index b8c4f7ab5..1a2c8fbba 100644
--- a/modules/scalacheck/shared/src/test/scala/eu/timepit/refined/scalacheck/NumericArbitrarySpec.scala
+++ b/modules/scalacheck/shared/src/test/scala/eu/timepit/refined/scalacheck/NumericArbitrarySpec.scala
@@ -4,7 +4,7 @@ import eu.timepit.refined.W
 import eu.timepit.refined.api.Refined
 import eu.timepit.refined.numeric._
 import eu.timepit.refined.scalacheck.numeric._
-import eu.timepit.refined.types.numeric.{NegDouble, NonNegInt, NonNegLong, PosFloat}
+import eu.timepit.refined.types.numeric.{DoubleNotNaN, FloatNotNaN, NegDouble, NonNegInt, NonNegLong, PosFloat}
 import eu.timepit.refined.types.time.Minute
 import org.scalacheck.Prop._
 import org.scalacheck.Properties
@@ -36,6 +36,10 @@ class NumericArbitrarySpec extends Properties("NumericArbitrary") {
 
   property("GreaterEqual[_10]") = checkArbitraryRefinedType[Int Refined GreaterEqual[_10]]
 
+  property("FloatNotNaN") = checkArbitraryRefinedType[FloatNotNaN]
+
+  property("DoubleNotNaN") = checkArbitraryRefinedType[DoubleNotNaN]
+
   property("PosFloat") = checkArbitraryRefinedType[PosFloat]
 
   property("NonPositive") = checkArbitraryRefinedType[Short Refined NonPositive]