diff --git a/.travis.yml b/.travis.yml
index b6f2249d7ce..7d9b438689b 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -68,7 +68,8 @@ matrix:
         - cargo test --features=serde1,log
         - cargo test --examples
         - cargo test --manifest-path rand_core/Cargo.toml
-        - cargo test --manifest-path rand_core/Cargo.toml --no-default-features
+        - cargo test --manifest-path rand_core/Cargo.toml --no-default-feature
+        - cargo test --manifest-path rand_distr/Cargo.toml
         - cargo test --manifest-path rand_isaac/Cargo.toml --features=serde1
         # TODO: cannot test rand_pcg due to explicit dependency on i128
         - cargo test --manifest-path rand_xorshift/Cargo.toml --features=serde1
@@ -89,6 +90,7 @@ matrix:
         - cargo test --examples
         - cargo test --manifest-path rand_core/Cargo.toml
         - cargo test --manifest-path rand_core/Cargo.toml --no-default-features
+        - cargo test --manifest-path rand_distr/Cargo.toml
         - cargo test --manifest-path rand_isaac/Cargo.toml --features=serde1
         # TODO: cannot test rand_pcg due to explicit dependency on i128
         - cargo test --manifest-path rand_xorshift/Cargo.toml --features=serde1
@@ -114,6 +116,7 @@ matrix:
         - cargo test --examples
         - cargo test --manifest-path rand_core/Cargo.toml
         - cargo test --manifest-path rand_core/Cargo.toml --no-default-features
+        - cargo test --manifest-path rand_distr/Cargo.toml
         - cargo test --manifest-path rand_isaac/Cargo.toml --features=serde1
         - cargo test --manifest-path rand_pcg/Cargo.toml --features=serde1
         - cargo test --manifest-path rand_xorshift/Cargo.toml --features=serde1
@@ -143,6 +146,7 @@ matrix:
         - cargo test --examples
         - cargo test --manifest-path rand_core/Cargo.toml
         - cargo test --manifest-path rand_core/Cargo.toml --no-default-features --features=alloc
+        - cargo test --manifest-path rand_distr/Cargo.toml
         - cargo test --manifest-path rand_isaac/Cargo.toml --features=serde1
         - cargo test --manifest-path rand_pcg/Cargo.toml --features=serde1
         - cargo test --manifest-path rand_xorshift/Cargo.toml --features=serde1
@@ -172,6 +176,7 @@ matrix:
         - cargo test --examples
         - cargo test --manifest-path rand_core/Cargo.toml
         - cargo test --manifest-path rand_core/Cargo.toml --no-default-features --features=alloc
+        - cargo test --manifest-path rand_distr/Cargo.toml
         - cargo test --manifest-path rand_isaac/Cargo.toml --features=serde1
         - cargo test --manifest-path rand_pcg/Cargo.toml --features=serde1
         - cargo test --manifest-path rand_xorshift/Cargo.toml --features=serde1
@@ -223,12 +228,13 @@ matrix:
         - rustup target add x86_64-unknown-netbsd
         - rustup target add x86_64-unknown-redox
       script:
-        - cargo build --target=x86_64-sun-solaris --all-features
-        - cargo build --target=x86_64-unknown-cloudabi --all-features
-        - cargo build --target=x86_64-unknown-freebsd --all-features
-        #- cargo build --target=x86_64-unknown-fuchsia --all-features
-        - cargo build --target=x86_64-unknown-netbsd --all-features
-        - cargo build --target=x86_64-unknown-redox --all-features
+        # Test all crates, and the top-level crate with all features:
+        - cargo build --target=x86_64-sun-solaris --all --all-features
+        - cargo build --target=x86_64-unknown-cloudabi --all --all-features
+        - cargo build --target=x86_64-unknown-freebsd --all --all-features
+        #- cargo build --target=x86_64-unknown-fuchsia --all --all-features
+        - cargo build --target=x86_64-unknown-netbsd --all --all-features
+        - cargo build --target=x86_64-unknown-redox --all --all-features
 
     # Trust cross-built/emulated targets. We must repeat all non-default values.
     - rust: stable
@@ -263,6 +269,7 @@ script:
   - cargo test --examples
   - cargo test --manifest-path rand_core/Cargo.toml
   - cargo test --manifest-path rand_core/Cargo.toml --no-default-features
+  - cargo test --manifest-path rand_distr/Cargo.toml
   - cargo test --manifest-path rand_isaac/Cargo.toml --features=serde1
   - cargo test --manifest-path rand_pcg/Cargo.toml --features=serde1
   - cargo test --manifest-path rand_xorshift/Cargo.toml --features=serde1
diff --git a/appveyor.yml b/appveyor.yml
index 70a8cada336..7df434cc98a 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -39,6 +39,7 @@ test_script:
   - cargo test --examples
   - cargo test --manifest-path rand_core/Cargo.toml
   - cargo test --manifest-path rand_core/Cargo.toml --no-default-features --features=alloc
+  - cargo test --manifest-path rand_distr/Cargo.toml
   - cargo test --manifest-path rand_isaac/Cargo.toml --features=serde1
   - cargo test --manifest-path rand_pcg/Cargo.toml --features=serde1
   - cargo test --manifest-path rand_xorshift/Cargo.toml --features=serde1
diff --git a/utils/ci/script.sh b/utils/ci/script.sh
index d6338cce2fe..1a3c7c672d7 100644
--- a/utils/ci/script.sh
+++ b/utils/ci/script.sh
@@ -9,6 +9,7 @@ main() {
     cross test --target $TARGET --examples
     cross test --target $TARGET --manifest-path rand_core/Cargo.toml
     cross test --target $TARGET --manifest-path rand_core/Cargo.toml --no-default-features
+    cross test --target $TARGET --manifest-path rand_distr/Cargo.toml
     cross test --target $TARGET --manifest-path rand_isaac/Cargo.toml --features=serde1
     cross test --target $TARGET --manifest-path rand_pcg/Cargo.toml --features=serde1
     cross test --target $TARGET --manifest-path rand_xorshift/Cargo.toml --features=serde1