Change the meta-learn TPE to meta-learning TPE

Author: nabenabe0928

viz/constants.py

@@ -5,7 +5,7 @@
 COSTS_SHAPE = (N_RUNS, N_SAMPLES, N_OBJ)
 # LEVELS = [N_RUNS // 4, N_RUNS // 2, (3 * N_RUNS) // 4]
 LEVELS = [N_RUNS // 2] * 3
-Q, DF = [0.10, 0.15][0], [1.5, 2.0, 2.5, 3.0, 3.5, 4.0, 4.5, 5.0][3]
+Q, DF = [0.10, 0.15][0], [1.5, 2.0, 2.5, 3.0, 3.5, 4.0, 4.5, 5.0][2]
 NO_WAMRSTART = ["no-warmstart-", ""][1]
 META_LEARN_TPE = f"{NO_WAMRSTART}tpe_q={Q:.2f}_df={DF:.1f}"
 NORMAL_TPE = f"normal_tpe_q={Q:.2f}"
@@ -28,7 +28,7 @@
 
 COLOR_LABEL_DICT = {
     # f"tpe_q={Q:.2f}_df={DF:.1f}": ("red", f"Meta-learn TPE df={DF:.1f}"),
-    META_LEARN_TPE: ("red", "Meta-learn TPE"),
+    META_LEARN_TPE: ("red", "Meta-learning TPE"),
     # f"naive_metalearn_tpe_q={Q:.2f}": ("green", "Uniform weight"),
     NORMAL_TPE: ("blue", "MO-TPE"),
     TSTR_EHVI: ("violet", "TST-R EHVI"),

viz/utils.py

@@ -1,7 +1,7 @@
 import json
 from typing import List, Tuple
 
-from constants import (
+from viz.constants import (
     N_OBJ,
     N_RUNS,
     N_SAMPLES,

viz/viz.py

@@ -12,7 +12,7 @@
 
 import numpy as np
 
-from constants import (
+from viz.constants import (
     BENCH_NAMES,
     COLOR_LABEL_DICT,
     COSTS_SHAPE,
@@ -33,7 +33,7 @@
     OBJ_NAMES_DICT,
     TICK_PARAMS,
 )
-from utils import get_costs, get_true_pareto_front_and_ref_point
+from viz.utils import get_costs, get_true_pareto_front_and_ref_point
 
 
 plt.rcParams["font.family"] = "Times New Roman"