Index: third_party/android_prediction/suggest/core/layout/normal_distribution.h |
diff --git a/third_party/android_prediction/suggest/core/layout/normal_distribution.h b/third_party/android_prediction/suggest/core/layout/normal_distribution.h |
new file mode 100644 |
index 0000000000000000000000000000000000000000..ab86b17214c8f3a56c95ca6964c82281b2369b64 |
--- /dev/null |
+++ b/third_party/android_prediction/suggest/core/layout/normal_distribution.h |
@@ -0,0 +1,49 @@ |
+/* |
+ * Copyright (C) 2014 The Android Open Source Project |
+ * |
+ * 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 or implied. |
+ * See the License for the specific language governing permissions and |
+ * limitations under the License. |
+ */ |
+ |
+#ifndef LATINIME_NORMAL_DISTRIBUTION_H |
+#define LATINIME_NORMAL_DISTRIBUTION_H |
+ |
+#include <cmath> |
+ |
+#include "third_party/android_prediction/defines.h" |
+ |
+namespace latinime { |
+ |
+// Normal distribution N(u, sigma^2). |
+class NormalDistribution { |
+ public: |
+ NormalDistribution(const float u, const float sigma) |
+ : mU(u), |
+ mPreComputedNonExpPart(1.0f / sqrtf(2.0f * M_PI_F |
+ * GeometryUtils::SQUARE_FLOAT(sigma))), |
+ mPreComputedExponentPart(-1.0f / (2.0f * GeometryUtils::SQUARE_FLOAT(sigma))) {} |
+ |
+ float getProbabilityDensity(const float x) const { |
+ const float shiftedX = x - mU; |
+ return mPreComputedNonExpPart |
+ * expf(mPreComputedExponentPart * GeometryUtils::SQUARE_FLOAT(shiftedX)); |
+ } |
+ |
+ private: |
+ DISALLOW_IMPLICIT_CONSTRUCTORS(NormalDistribution); |
+ |
+ const float mU; // mean value |
+ const float mPreComputedNonExpPart; // = 1 / sqrt(2 * PI * sigma^2) |
+ const float mPreComputedExponentPart; // = -1 / (2 * sigma^2) |
+}; |
+} // namespace latinime |
+#endif // LATINIME_NORMAL_DISTRIBUTION_H |