logistic regression

6 files changed, 165 insertions, 0 deletions

diff --git a/test/lin_reg/exptected.txt b/test/lin_reg/exptected.txt
new file mode 100644
index 0000000..13de1fc
--- /dev/null
+++ b/test/lin_reg/exptected.txt
@@ -0,0 +1,3 @@
+ran for 2527 iterations
+ R^2=0.858063223720823
+{0=>0.7501625304145768, 1=>0.06388116702419537}
diff --git a/test/lin_reg/x.dat b/test/lin_reg/input.dat
index 3d93394..3d93394 100644
--- a/test/lin_reg/x.dat
+++ b/test/lin_reg/input.dat
diff --git a/test/lin_reg/y.dat b/test/lin_reg/output.dat
index 1f4f963..1f4f963 100644
--- a/test/lin_reg/y.dat
+++ b/test/lin_reg/output.dat
diff --git a/test/log_reg/expected.txt b/test/log_reg/expected.txt
new file mode 100644
index 0000000..46a03ef
--- /dev/null
+++ b/test/log_reg/expected.txt
@@ -0,0 +1,2 @@
+ran for 15 iterations
+Vector[-16.378743410287445, 0.1483407737248737, 0.1589084517934473]
diff --git a/test/log_reg/input.dat b/test/log_reg/input.dat
new file mode 100644
index 0000000..eed0ab1
--- /dev/null
+++ b/test/log_reg/input.dat
@@ -0,0 +1,80 @@
+   5.5500000e+01   6.9500000e+01
+   4.1000000e+01   8.1500000e+01
+   5.3500000e+01   8.6000000e+01
+   4.6000000e+01   8.4000000e+01
+   4.1000000e+01   7.3500000e+01
+   5.1500000e+01   6.9000000e+01
+   5.1000000e+01   6.2500000e+01
+   4.2000000e+01   7.5000000e+01
+   5.3500000e+01   8.3000000e+01
+   5.7500000e+01   7.1000000e+01
+   4.2500000e+01   7.2500000e+01
+   4.1000000e+01   8.0000000e+01
+   4.6000000e+01   8.2000000e+01
+   4.6000000e+01   6.0500000e+01
+   4.9500000e+01   7.6000000e+01
+   4.1000000e+01   7.6000000e+01
+   4.8500000e+01   7.2500000e+01
+   5.1500000e+01   8.2500000e+01
+   4.4500000e+01   7.0500000e+01
+   4.4000000e+01   6.6000000e+01
+   3.3000000e+01   7.6500000e+01
+   3.3500000e+01   7.8500000e+01
+   3.1500000e+01   7.2000000e+01
+   3.3000000e+01   8.1500000e+01
+   4.2000000e+01   5.9500000e+01
+   3.0000000e+01   6.4000000e+01
+   6.1000000e+01   4.5000000e+01
+   4.9000000e+01   7.9000000e+01
+   2.6500000e+01   6.4500000e+01
+   3.4000000e+01   7.1500000e+01
+   4.2000000e+01   8.3500000e+01
+   2.9500000e+01   7.4500000e+01
+   3.9500000e+01   7.0000000e+01
+   5.1500000e+01   6.6000000e+01
+   4.1500000e+01   7.1500000e+01
+   4.2500000e+01   7.9500000e+01
+   3.5000000e+01   5.9500000e+01
+   3.8500000e+01   7.3500000e+01
+   3.2000000e+01   8.1500000e+01
+   4.6000000e+01   6.0500000e+01
+   3.6500000e+01   5.3000000e+01
+   3.6500000e+01   5.3500000e+01
+   2.4000000e+01   6.0500000e+01
+   1.9000000e+01   5.7500000e+01
+   3.4500000e+01   6.0000000e+01
+   3.7500000e+01   6.4500000e+01
+   3.5500000e+01   5.1000000e+01
+   3.7000000e+01   5.0500000e+01
+   2.1500000e+01   4.2000000e+01
+   3.5500000e+01   5.8500000e+01
+   2.6500000e+01   6.8500000e+01
+   2.6500000e+01   5.5500000e+01
+   1.8500000e+01   6.7000000e+01
+   4.0000000e+01   6.7000000e+01
+   3.2500000e+01   7.1500000e+01
+   3.9000000e+01   7.1500000e+01
+   4.3000000e+01   5.5500000e+01
+   2.2000000e+01   5.4000000e+01
+   3.6000000e+01   6.2500000e+01
+   3.1000000e+01   5.5500000e+01
+   3.8500000e+01   7.6000000e+01
+   4.0000000e+01   7.5000000e+01
+   3.7500000e+01   6.3000000e+01
+   2.4500000e+01   5.8000000e+01
+   3.0000000e+01   6.7000000e+01
+   3.3000000e+01   5.6000000e+01
+   5.6500000e+01   6.1000000e+01
+   4.1000000e+01   5.7000000e+01
+   4.9500000e+01   6.3000000e+01
+   3.4500000e+01   7.2500000e+01
+   3.2500000e+01   6.9000000e+01
+   3.6000000e+01   7.3000000e+01
+   2.7000000e+01   5.3500000e+01
+   4.1000000e+01   6.3500000e+01
+   2.9500000e+01   5.2500000e+01
+   2.0000000e+01   6.5500000e+01
+   3.8000000e+01   6.5000000e+01
+   1.8500000e+01   7.4500000e+01
+   1.6000000e+01   7.2500000e+01
+   3.3500000e+01   6.8000000e+01
diff --git a/test/log_reg/output.dat b/test/log_reg/output.dat
new file mode 100644
index 0000000..51283c0
--- /dev/null
+++ b/test/log_reg/output.dat
@@ -0,0 +1,80 @@
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   1.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00
+   0.0000000e+00