apaam/mlpack
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

Added braced lists to files

Browse Source
This commit is contained in:
Anush V Kini
2021-01-02 10:23:46 +05:30
parent 56ac3d219b
commit 112e0f3a73
2 changed files with 39 additions and 39 deletions
Download Patch File Download Diff File Expand all files Collapse all files
src/mlpack/tests/cv_test.cpp
+5 -5
View File
@@ -199,13 +199,13 @@ TEST_CASE("AdjR2ScoreTest", "[CVTest]")
// Making two variables that define the linear function is
// f(x1, x2) = x1 + x2.
arma::mat X;
X << 1 << 2 << 3 << 4 << 5 << 6 << arma::endr
<< 2 << 3 << 4 << 5 << 6 << 7 << arma::endr;
X = { { 1, 2, 3, 4, 5, 6 },
{ 2, 3, 4, 5, 6, 7 } };
arma::rowvec Y;
Y << 3 << 5 << 7 << 9 << 11 << 13;
Y = { 3, 5, 7, 9, 11, 13 };
LinearRegression lr(X, Y);
// Theoretically Adjusted R squared should be equal 1
double expAdjR2 = 1;
REQUIRE(std::abs(R2Score<true>::Evaluate(lr, X, Y) - expAdjR2)
src/mlpack/tests/metric_test.cpp
+34 -34
View File
@@ -31,10 +31,10 @@ TEST_CASE("L1MetricTest", "[MetricTest]")
b1.randn();
arma::Col<size_t> a2(5);
a2 << 1 << 2 << 1 << 0 << 5;
a2 = { 1, 2, 1, 0, 5 };
arma::Col<size_t> b2(5);
b2 << 2 << 5 << 2 << 0 << 1;
b2 = { 2, 5, 2, 0, 1 };
ManhattanDistance lMetric;
@@ -57,10 +57,10 @@ TEST_CASE("L2MetricTest", "[MetricTest]")
b1.randn();
arma::vec a2(5);
a2 << 1 << 2 << 1 << 0 << 5;
a2 = { 1, 2, 1, 0, 5 };
arma::vec b2(5);
b2 << 2 << 5 << 2 << 0 << 1;
b2 = { 2, 5, 2, 0, 1 };
EuclideanDistance lMetric;
@@ -83,10 +83,10 @@ TEST_CASE("LINFMetricTest", "[MetricTest]")
b1.randn();
arma::Col<size_t> a2(5);
a2 << 1 << 2 << 1 << 0 << 5;
a2 = { 1, 2, 1, 0, 5 };
arma::Col<size_t> b2(5);
b2 << 2 << 5 << 2 << 0 << 1;
b2 = { 2, 5, 2, 0, 1 };
ChebyshevDistance lMetric;
@@ -103,34 +103,34 @@ TEST_CASE("LINFMetricTest", "[MetricTest]")
TEST_CASE("IoUMetricTest", "[MetricTest]")
{
arma::vec bbox1(4), bbox2(4);
bbox1 << 1 << 2 << 100 << 200;
bbox2 << 1 << 2 << 100 << 200;
bbox1 = { 1, 2, 100, 200 };
bbox2 = { 1, 2, 100, 200 };
// IoU of same bounding boxes equals 1.0.
REQUIRE(1.0 == Approx(IoU<>::Evaluate(bbox1, bbox2)).epsilon(1e-6));
// Use coordinate system to represent bounding boxes.
// Bounding boxes represent {x0, y0, x1, y1}.
bbox1 << 39 << 63 << 203 << 112;
bbox2 << 54 << 66 << 198 << 114;
bbox1 = { 39, 63, 203, 112 };
bbox2 = { 54, 66, 198, 114 };
// Value calculated using Python interpreter.
REQUIRE(IoU<true>::Evaluate(bbox1, bbox2) ==
Approx(0.7980093).epsilon(1e-6));
bbox1 << 31 << 69 << 201 << 125;
bbox2 << 18 << 63 << 235 << 135;
bbox1 = { 31, 69, 201, 125 };
bbox2 = { 18, 63, 235, 135 };
// Value calculated using Python interpreter.
REQUIRE(IoU<true>::Evaluate(bbox1, bbox2) ==
Approx(0.612479577).epsilon(1e-6));
// Use hieght - width representation of bounding boxes.
// Bounding boxes represent {x0, y0, h, w}.
bbox1 << 49 << 75 << 154 << 50;
bbox2 << 42 << 78 << 144 << 48;
bbox1 = { 49, 75, 154, 50 };
bbox2 = { 42, 78, 144, 48 };
// Value calculated using Python interpreter.
REQUIRE(IoU<>::Evaluate(bbox1, bbox2) == Approx(0.7898879).epsilon(1e-6));
bbox1 << 35 << 51 << 161 << 59;
bbox2 << 36 << 60 << 144 << 48;
bbox1 = { 35, 51, 161, 59 };
bbox2 = { 36, 60, 144, 48 };
// Value calculated using Python interpreter.
REQUIRE(IoU<>::Evaluate(bbox1, bbox2) == Approx(0.7309670).epsilon(1e-6));
}
@@ -144,9 +144,9 @@ TEST_CASE("NMSMetricTest", "[MetricTest]")
// Set values of each bounding box.
// Use coordinate system to represent bounding boxes.
// Bounding boxes represent {x0, y0, x1, y1}.
bbox1 << 0.5 << 0.5 << 41.0 << 31.0;
bbox2 << 1.0 << 1.0 << 42.0 << 22.0;
bbox3 << 10.0 << 13.0 << 90.0 << 100.0;
bbox1 = { 0.5, 0.5, 41.0, 31.0 };
bbox2 = { 1.0, 1.0, 42.0, 22.0 };
bbox3 = { 10.0, 13.0, 90.0, 100.0 };
// Fill bounding box.
bbox.insert_cols(0, bbox3);
@@ -155,7 +155,7 @@ TEST_CASE("NMSMetricTest", "[MetricTest]")
// Fill confidence scores for each bounding box.
arma::vec confidenceScores(3);
confidenceScores << 0.7 << 0.6 << 0.4;
confidenceScores = { 0.7, 0.6, 0.4 };
// Selected bounding box using torchvision.ops.nms().
desiredBoundingBox.insert_cols(0, bbox3);
@@ -164,7 +164,7 @@ TEST_CASE("NMSMetricTest", "[MetricTest]")
// Selected indices of bounding boxes using
// torchvision.ops.nms().
desiredIndices = arma::ucolvec(2);
desiredIndices << 0 << 2;
desiredIndices = { 0, 2 };
// Evaluate the bounding box.
NMS<true>::Evaluate(bbox, confidenceScores,
@@ -190,7 +190,7 @@ TEST_CASE("NMSMetricTest", "[MetricTest]")
bbox.insert_cols(0, bbox1);
bbox.insert_cols(0, bbox2);
bbox.insert_cols(0, bbox1);
confidenceScores << 1.0 << 0.6 << 0.9;
confidenceScores = { 1.0, 0.6, 0.9 };
// Output calculated using using torchvision.ops.nms().
desiredBoundingBox.insert_cols(0, bbox2);
@@ -212,9 +212,9 @@ TEST_CASE("NMSMetricTest", "[MetricTest]")
// Use coordinate system to represent bounding boxes.
// Bounding boxes represent {x0, y0, x1, y1}.
bbox1 << 39 << 63 << 203 << 112;
bbox2 << 31 << 69 << 201 << 125;
bbox3 << 54 << 66 << 198 << 114;
bbox1 = { 39, 63, 203, 112 };
bbox2 = { 31, 69, 201, 125 };
bbox3 = { 54, 66, 198, 114 };
// Fill bounding box.
bbox.insert_cols(0, bbox3);
@@ -222,7 +222,7 @@ TEST_CASE("NMSMetricTest", "[MetricTest]")
bbox.insert_cols(0, bbox1);
// Fill confidence scores of bounding boxes.
confidenceScores << 1.0 << 0.6 << 0.9;
confidenceScores = { 1.0, 0.6, 0.9 };
// Selected bounding box using torchvision.ops.nms().
desiredBoundingBox.insert_cols(0, bbox2);
@@ -245,9 +245,9 @@ TEST_CASE("NMSMetricTest", "[MetricTest]")
// Set values of each bounding box.
// Use coordinate system to represent bounding boxes.
// Bounding boxes represent {x0, y0, h, w}.
bbox1 << 0.0 << 0.0 << 41.0 << 31.0;
bbox2 << 1.0 << 1.0 << 41.0 << 21.0;
bbox3 << 10.0 << 13.0 << 80.0 << 87.0;
bbox1 = { 0.0, 0.0, 41.0, 31.0 };
bbox2 = { 1.0, 1.0, 41.0, 21.0 };
bbox3 = { 10.0, 13.0, 80.0, 87.0 };
// Fill bounding box.
bbox.insert_cols(0, bbox3);
@@ -255,7 +255,7 @@ TEST_CASE("NMSMetricTest", "[MetricTest]")
bbox.insert_cols(0, bbox1);
// Fill confidence scores for each bounding box.
confidenceScores << 0.7 << 0.6 << 0.4;
confidenceScores = { 0.7, 0.6, 0.4 };
// Selected bounding box using torchvision.ops.nms().
desiredBoundingBox.insert_cols(0, bbox3);
@@ -277,9 +277,9 @@ TEST_CASE("NMSMetricTest", "[MetricTest]")
// Use coordinate system to represent bounding boxes.
// Bounding boxes represent {x0, y0, h, w}.
bbox1 << 39 << 63 << 164 << 49;
bbox2 << 31 << 69 << 170 << 56;
bbox3 << 54 << 66 << 144 << 48;
bbox1 = { 39, 63, 164, 49 };
bbox2 = { 31, 69, 170, 56 };
bbox3 = { 54, 66, 144, 48 };
// Fill bounding box.
bbox.insert_cols(0, bbox3);
@@ -287,7 +287,7 @@ TEST_CASE("NMSMetricTest", "[MetricTest]")
bbox.insert_cols(0, bbox1);
// Fill confidence scores of bounding boxes.
confidenceScores << 1.0 << 0.6 << 0.4;
confidenceScores = { 1.0, 0.6, 0.4 };
// Selected bounding box using torchvision.ops.nms().
desiredBoundingBox.insert_cols(0, bbox2);