Add some more mic working examples

correlation_with_minepy/example_3.py

+import numpy as np
+from minepy import pstats, cstats
+import time
+
+np.random.seed(0)
+
+# build the X matrix, 8 variables, 320 samples
+X = np.random.rand(8, 320)
+
+# build the Y matrix, 4 variables, 320 samples
+Y = np.random.rand(4, 320)
+
+# compute pairwise statistics MIC_e and normalized TIC_e between samples in X, B=9, c=5
+mic_p, tic_p = pstats(X, alpha=9, c=5, est="mic_e")
+
+# compute statistics between each pair of samples in X and Y
+mic_c, tic_c = cstats(X, Y, alpha=9, c=5, est="mic_e")
+
+print("normalized TIC_e (X):")
+print(tic_p)
+print("MIC_e (X vs. Y):")
+print(mic_c)

correlation_with_minepy/submit_gpu.sh

@@ -14,6 +14,6 @@
 
 #python3 stylo_sing.py
 #source fanfic_venv/bin/activate
-python3 example_2.py
+python3 example_3.py
 #deactivate
 #python3 fanfic_preprocessing
\ No newline at end of file