diff --git a/generate_theoric_random_graph.py b/generate_theoric_random_graph.py
index c9d9425c8230acbcbe28d827222fb04a3ab2c645..ab866b742c31eda2ce7a758abfa8a9b301eba3c0 100644
--- a/generate_theoric_random_graph.py
+++ b/generate_theoric_random_graph.py
@@ -43,7 +43,7 @@ parameters = {
     },
     "fast_gnp_random_graph": {
         "n": GRAPH_SIZE,
-        "p": [0.1,0.4,0.6]
+        "p": [0.4,0.6]
     },
     "random_powerlaw_tree_sequence": {  # configuration_model
         "n": GRAPH_SIZE,
@@ -55,12 +55,12 @@ parameters = {
     },
     "waxman_graph": {
         "n": GRAPH_SIZE,
-        "beta": [0.1,0.4,0.6],
-        "alpha": [0.1,0.4,0.6]
+        "beta": [0.4,0.6],
+        "alpha": [0.4,0.6]
     },
     "geographical_threshold_graph": {
         "n": GRAPH_SIZE,
-        "theta": [0.1,0.2,0.3]
+        "theta": [0.2,0.3]
     },
 }
 # Generating transition matrices for stochastic block model
@@ -96,28 +96,3 @@ for method,args in pbar:
         #     print(e)
 
 
-"""
-
-nx.planted_partition_graph(5, 5, 0.8,
-                           0.1)  # nb of blocks, nb of vertices in each block, probability of link in block , prob. of link between blocks
-nx.stochastic_block_model([5, 3, 6],
-                          [[1, 0.1, 0.1], [0.1, 1, 0.1], [0.1, 0.1, 1]])  # sizes of blocks,probability between blocks
-
-## Random Graph
-
-nx.fast_gnp_random_graph(10, 0.5)  # nb of nodes, prob of link
-sequence = nx.random_powerlaw_tree_sequence(50, tries=500)  # degree sequence
-G = nx.configuration_model(sequence)  # sequence
-
-## Spatial graph
-
-nx.random_geometric_graph(20, 0.5)  # size of graph, max radius between edge connected
-
-dist = lambda x, y: sum(abs(a - b) for a, b in zip(x, y))  # euclidian distance
-G = nx.waxman_graph(50, 0.5, 0.1, metric=dist)  # nb of nodes, beta, alpha
-# beta -> the higher the parameter the higher the density is
-# alpha -> the lower the higher the number of short edge is
-
-G = nx.geographical_threshold_graph(20, 1, metric=dist)  # nb of node, theta
-# theta --> distance thresold
-"""
\ No newline at end of file