ym2540 · ym2540 · Jan 12, 2021 · Jan 12, 2021 · Jan 12, 2021 · Jan 13, 2021
diff --git a/GISi.sh b/GISi.sh
@@ -0,0 +1,9 @@
+#!/bin/sh
+#
+#SBATCH --account=apam
+#SBATCH --job-name=GISi
+#SBATCH -c 1
+#SBATCH --time 4:00:00
+#SBATCH --mem-per-cpu=1gb
+
+python main_opt_loop_new.py 163 163 5.0 2040 1529
diff --git a/Gaussian Processes and Active Learning 200722a 2d version.ipynb b/Gaussian Processes and Active Learning 200722a 2d version.ipynb
diff --git a/Gaussian Processes and Active Learning 200722a iter testing.ipynb b/Gaussian Processes and Active Learning 200722a iter testing.ipynb
diff --git a/Gaussian Processes and Active Learning 200722a.ipynb b/Gaussian Processes and Active Learning 200722a.ipynb
diff --git a/LMN_Slope.csv b/LMN_Slope.csv
@@ -1,19 +1,19 @@
-Div,Slope Percentage,Slope
-0,0.844473945,0.008445
-1,0.962320838,0.009623
-2,0.875744486,0.008757
-3,1.045122883,0.010451
-4,1.274639841,0.012746
-5,1.230273086,0.012303
-6,1.206995941,0.01207
-7,0.877258343,0.008773
-8,0.939072681,0.009391
-9,0.857724884,0.008577
-10,1.35960051,0.013596
-11,1.082900459,0.010829
-12,0.918819854,0.009188
-13,1.04422032,0.010442
-14,1.111052197,0.011111
-15,0.928986203,0.00929
-16,1.24460843,0.012446
-17,0.959082267,0.009591
+Div,Slope Percentage,Slope
+0,0.844473945,0.008445
+1,0.962320838,0.009623
+2,0.875744486,0.008757
+3,1.045122883,0.010451
+4,1.274639841,0.012746
+5,1.230273086,0.012303
+6,1.206995941,0.01207
+7,0.877258343,0.008773
+8,0.939072681,0.009391
+9,0.857724884,0.008577
+10,1.35960051,0.013596
+11,1.082900459,0.010829
+12,0.918819854,0.009188
+13,1.04422032,0.010442
+14,1.111052197,0.011111
+15,0.928986203,0.00929
+16,1.24460843,0.012446
+17,0.959082267,0.009591
diff --git a/LMN_div_id.csv b/LMN_div_id.csv
diff --git a/LMN_pluto_Div.csv b/LMN_pluto_Div.csv
diff --git a/Roughness.csv b/Roughness.csv
@@ -1,19 +1,19 @@
-Div18,Target Area (sqm),Target (sqft),Building Area,Road Area,Density - Bldg,Density - Road,Roughness,Roughness0.03,Slope,
-0,1398696.1,15055424.7,6440911.41,3490961.536,0.4278,0.2319,0.1748,0.1850,0.01000,0.01000
-1,1241888.9,13367568.2,3772975.06,2599454.703,0.2822,0.1945,0.116,0.1317,0.00111,0.00111
-2,1171097.2,12605572.7,5170077.35,2688469.267,0.4101,0.2133,0.1675,0.1788,0.00010,0.00010
-3,706382,7603425.2,2519300.52,1540184.5,0.3313,0.2026,0.1358,0.1498,0.01000,0.01000
-4,642446.7,6915232,2217236.75,1842912.764,0.3206,0.2665,0.1325,0.1449,0.00051,0.00051
-5,919381.9,9896135.1,2916104.73,1908689.521,0.2947,0.1929,0.121,0.1363,0.01000,0.01000
-6,846856.5,9115479.1,3327933.48,1971706.827,0.3651,0.2163,0.1495,0.1621,0.01000,0.01000
-7,1170509.4,12599246.1,5803632.94,2614354.18,0.4606,0.2075,0.1876,0.1975,0.00028,0.00028
-8,1113490,11985494.7,5277756.64,2216392.581,0.4403,0.1849,0.1791,0.1903,0.01000,0.01000
-9,1246136.4,13413287.6,5354061.96,2728908.363,0.3992,0.2034,0.1629,0.1748,0.00323,0.00323
-10,712482.3,7669088.7,3546432.86,1463475.078,0.4624,0.1908,0.188,0.1984,0.01000,0.01000
-11,866160.9,9323269.4,3798517.19,2034204.911,0.4074,0.2182,0.1665,0.1777,0.00170,0.00170
-12,1098093.2,11819765.4,3968919.17,2361576.387,0.3358,0.1998,0.1375,0.1514,0.01000,0.01000
-13,1135996.5,12227752.3,2950854.37,3241428.219,0.2413,0.2651,0.1008,0.1156,0.01000,0.01000
-14,871295.6,9378539.1,3895760.7,2232273.803,0.4154,0.2380,0.1700,0.1804,0.01000,0.01000
-15,471372.5,5073806.1,1177017.41,1254663.354,0.2320,0.2473,0.0967,0.1124,0.00050,0.00050
-16,686892,7393637.3,1661986.72,1818207.372,0.2248,0.2459,0.0938,0.1097,0.00010,0.00010
-17,339949.3,3659179.8,1266461.9,877518.3636,0.3461,0.2398,0.1423,0.1547,0.00010,0.00010
+Div18,Target Area (sqm),Target (sqft),Building Area,Road Area,Density - Bldg,Density - Road,Roughness,Roughness0.03,Slope,
+0,1398696.1,15055424.7,6440911.41,3490961.536,0.4278,0.2319,0.1748,0.1850,0.01000,0.01000
+1,1241888.9,13367568.2,3772975.06,2599454.703,0.2822,0.1945,0.116,0.1317,0.00111,0.00111
+2,1171097.2,12605572.7,5170077.35,2688469.267,0.4101,0.2133,0.1675,0.1788,0.00010,0.00010
+3,706382,7603425.2,2519300.52,1540184.5,0.3313,0.2026,0.1358,0.1498,0.01000,0.01000
+4,642446.7,6915232,2217236.75,1842912.764,0.3206,0.2665,0.1325,0.1449,0.00051,0.00051
+5,919381.9,9896135.1,2916104.73,1908689.521,0.2947,0.1929,0.121,0.1363,0.01000,0.01000
+6,846856.5,9115479.1,3327933.48,1971706.827,0.3651,0.2163,0.1495,0.1621,0.01000,0.01000
+7,1170509.4,12599246.1,5803632.94,2614354.18,0.4606,0.2075,0.1876,0.1975,0.00028,0.00028
+8,1113490,11985494.7,5277756.64,2216392.581,0.4403,0.1849,0.1791,0.1903,0.01000,0.01000
+9,1246136.4,13413287.6,5354061.96,2728908.363,0.3992,0.2034,0.1629,0.1748,0.00323,0.00323
+10,712482.3,7669088.7,3546432.86,1463475.078,0.4624,0.1908,0.188,0.1984,0.01000,0.01000
+11,866160.9,9323269.4,3798517.19,2034204.911,0.4074,0.2182,0.1665,0.1777,0.00170,0.00170
+12,1098093.2,11819765.4,3968919.17,2361576.387,0.3358,0.1998,0.1375,0.1514,0.01000,0.01000
+13,1135996.5,12227752.3,2950854.37,3241428.219,0.2413,0.2651,0.1008,0.1156,0.01000,0.01000
+14,871295.6,9378539.1,3895760.7,2232273.803,0.4154,0.2380,0.1700,0.1804,0.01000,0.01000
+15,471372.5,5073806.1,1177017.41,1254663.354,0.2320,0.2473,0.0967,0.1124,0.00050,0.00050
+16,686892,7393637.3,1661986.72,1818207.372,0.2248,0.2459,0.0938,0.1097,0.00010,0.00010
+17,339949.3,3659179.8,1266461.9,877518.3636,0.3461,0.2398,0.1423,0.1547,0.00010,0.00010
diff --git a/SurgeData/0-num_storm.csv b/SurgeData/0-num_storm.csv
@@ -0,0 +1,82 @@
+Year,Warm,Cold
+2020,2.0,0.0
+2021,4.0,7.0
+2022,0.0,3.0
+2023,1.0,4.0
+2024,1.0,6.0
+2025,1.0,0.0
+2026,2.0,5.0
+2027,2.0,0.0
+2028,2.0,5.0
+2029,4.0,1.0
+2030,2.0,5.0
+2031,4.0,4.0
+2032,0.0,4.0
+2033,2.0,6.0
+2034,4.0,8.0
+2035,2.0,2.0
+2036,0.0,5.0
+2037,2.0,2.0
+2038,1.0,3.0
+2039,1.0,4.0
+2040,1.0,4.0
+2041,2.0,3.0
+2042,2.0,1.0
+2043,2.0,6.0
+2044,1.0,6.0
+2045,5.0,1.0
+2046,1.0,0.0
+2047,1.0,9.0
+2048,0.0,6.0
+2049,3.0,2.0
+2050,3.0,3.0
+2051,1.0,5.0
+2052,1.0,4.0
+2053,2.0,4.0
+2054,2.0,3.0
+2055,2.0,3.0
+2056,1.0,3.0
+2057,4.0,6.0
+2058,1.0,7.0
+2059,2.0,9.0
+2060,2.0,3.0
+2061,3.0,5.0
+2062,3.0,6.0
+2063,2.0,5.0
+2064,1.0,2.0
+2065,2.0,8.0
+2066,3.0,3.0
+2067,1.0,4.0
+2068,1.0,5.0
+2069,4.0,7.0
+2070,1.0,4.0
+2071,0.0,3.0
+2072,4.0,4.0
+2073,0.0,3.0
+2074,2.0,4.0
+2075,1.0,1.0
+2076,0.0,1.0
+2077,1.0,8.0
+2078,1.0,4.0
+2079,0.0,6.0
+2080,2.0,3.0
+2081,0.0,3.0
+2082,1.0,4.0
+2083,0.0,4.0
+2084,0.0,2.0
+2085,3.0,3.0
+2086,2.0,7.0
+2087,0.0,2.0
+2088,0.0,9.0
+2089,3.0,4.0
+2090,2.0,4.0
+2091,1.0,5.0
+2092,3.0,3.0
+2093,2.0,3.0
+2094,1.0,0.0
+2095,1.0,6.0
+2096,0.0,6.0
+2097,1.0,12.0
+2098,2.0,9.0
+2099,3.0,6.0
+2100,1.0,2.0
diff --git a/SurgeData/N=1000/0-peak+year_c.csv → SurgeData/0-peak+year_c.csv b/SurgeData/N=1000/0-peak+year_c.csv → SurgeData/0-peak+year_c.csv
diff --git a/SurgeData/N=1000/0-peak+year_w.csv → SurgeData/0-peak+year_w.csv b/SurgeData/N=1000/0-peak+year_w.csv → SurgeData/0-peak+year_w.csv
diff --git a/SurgeData/N=1000/0-peak_c.csv → SurgeData/0-peak_c.csv b/SurgeData/N=1000/0-peak_c.csv → SurgeData/0-peak_c.csv
diff --git a/SurgeData/N=1000/0-peak_w.csv → SurgeData/0-peak_w.csv b/SurgeData/N=1000/0-peak_w.csv → SurgeData/0-peak_w.csv
diff --git a/SurgeData/N=1000/0-surge_c.csv → SurgeData/0-surge_c.csv b/SurgeData/N=1000/0-surge_c.csv → SurgeData/0-surge_c.csv
diff --git a/SurgeData/N=1000/0-surge_w.csv → SurgeData/0-surge_w.csv b/SurgeData/N=1000/0-surge_w.csv → SurgeData/0-surge_w.csv
diff --git a/SurgeData/N=1000/0-time_c.csv → SurgeData/0-time_c.csv b/SurgeData/N=1000/0-time_c.csv → SurgeData/0-time_c.csv
diff --git a/SurgeData/N=1000/0-time_w.csv → SurgeData/0-time_w.csv b/SurgeData/N=1000/0-time_w.csv → SurgeData/0-time_w.csv
diff --git a/SurgeData/N=1000/0-waterlevel_c.csv → SurgeData/0-waterlevel_c.csv b/SurgeData/N=1000/0-waterlevel_c.csv → SurgeData/0-waterlevel_c.csv
diff --git a/SurgeData/N=1000/0-waterlevel_w.csv → SurgeData/0-waterlevel_w.csv b/SurgeData/N=1000/0-waterlevel_w.csv → SurgeData/0-waterlevel_w.csv
diff --git a/SurgeData/1-num_storm.csv b/SurgeData/1-num_storm.csv
@@ -0,0 +1,82 @@
+Year,Warm,Cold
+2020,1.0,3.0
+2021,2.0,5.0
+2022,1.0,8.0
+2023,0.0,5.0
+2024,5.0,3.0
+2025,1.0,5.0
+2026,4.0,7.0
+2027,2.0,3.0
+2028,3.0,1.0
+2029,1.0,3.0
+2030,3.0,1.0
+2031,2.0,5.0
+2032,1.0,8.0
+2033,0.0,4.0
+2034,2.0,2.0
+2035,3.0,1.0
+2036,2.0,3.0
+2037,0.0,1.0
+2038,0.0,5.0
+2039,1.0,6.0
+2040,0.0,3.0
+2041,0.0,7.0
+2042,2.0,4.0
+2043,3.0,4.0
+2044,1.0,3.0
+2045,0.0,4.0
+2046,0.0,6.0
+2047,0.0,6.0
+2048,6.0,4.0
+2049,0.0,6.0
+2050,1.0,4.0
+2051,0.0,3.0
+2052,2.0,2.0
+2053,1.0,4.0
+2054,2.0,1.0
+2055,1.0,1.0
+2056,2.0,5.0
+2057,2.0,5.0
+2058,2.0,6.0
+2059,1.0,4.0
+2060,3.0,2.0
+2061,1.0,3.0
+2062,2.0,4.0
+2063,2.0,4.0
+2064,0.0,4.0
+2065,2.0,4.0
+2066,5.0,2.0
+2067,1.0,4.0
+2068,0.0,6.0
+2069,0.0,3.0
+2070,2.0,2.0
+2071,3.0,6.0
+2072,2.0,4.0
+2073,1.0,5.0
+2074,0.0,3.0
+2075,1.0,6.0
+2076,0.0,4.0
+2077,2.0,5.0
+2078,2.0,5.0
+2079,2.0,5.0
+2080,1.0,0.0
+2081,5.0,5.0
+2082,0.0,1.0
+2083,1.0,5.0
+2084,3.0,6.0
+2085,3.0,6.0
+2086,1.0,5.0
+2087,0.0,6.0
+2088,1.0,2.0
+2089,0.0,4.0
+2090,1.0,2.0
+2091,0.0,4.0
+2092,2.0,4.0
+2093,5.0,2.0
+2094,2.0,5.0
+2095,0.0,2.0
+2096,2.0,8.0
+2097,2.0,0.0
+2098,0.0,2.0
+2099,0.0,4.0
+2100,1.0,6.0
diff --git a/SurgeData/N=1000/1-peak+year_c.csv → SurgeData/1-peak+year_c.csv b/SurgeData/N=1000/1-peak+year_c.csv → SurgeData/1-peak+year_c.csv
diff --git a/SurgeData/N=1000/1-peak+year_w.csv → SurgeData/1-peak+year_w.csv b/SurgeData/N=1000/1-peak+year_w.csv → SurgeData/1-peak+year_w.csv
diff --git a/SurgeData/N=1000/1-peak_c.csv → SurgeData/1-peak_c.csv b/SurgeData/N=1000/1-peak_c.csv → SurgeData/1-peak_c.csv
diff --git a/SurgeData/N=1000/1-peak_w.csv → SurgeData/1-peak_w.csv b/SurgeData/N=1000/1-peak_w.csv → SurgeData/1-peak_w.csv
diff --git a/SurgeData/N=1000/1-surge_c.csv → SurgeData/1-surge_c.csv b/SurgeData/N=1000/1-surge_c.csv → SurgeData/1-surge_c.csv
diff --git a/SurgeData/N=1000/1-surge_w.csv → SurgeData/1-surge_w.csv b/SurgeData/N=1000/1-surge_w.csv → SurgeData/1-surge_w.csv
diff --git a/SurgeData/N=1000/1-time_c.csv → SurgeData/1-time_c.csv b/SurgeData/N=1000/1-time_c.csv → SurgeData/1-time_c.csv
diff --git a/SurgeData/N=1000/1-time_w.csv → SurgeData/1-time_w.csv b/SurgeData/N=1000/1-time_w.csv → SurgeData/1-time_w.csv
diff --git a/SurgeData/N=1000/1-waterlevel_c.csv → SurgeData/1-waterlevel_c.csv b/SurgeData/N=1000/1-waterlevel_c.csv → SurgeData/1-waterlevel_c.csv
diff --git a/SurgeData/N=1000/1-waterlevel_w.csv → SurgeData/1-waterlevel_w.csv b/SurgeData/N=1000/1-waterlevel_w.csv → SurgeData/1-waterlevel_w.csv
diff --git a/SurgeData/10-num_storm.csv b/SurgeData/10-num_storm.csv
@@ -0,0 +1,82 @@
+Year,Warm,Cold
+2020,4.0,2.0
+2021,1.0,3.0
+2022,2.0,4.0
+2023,1.0,4.0
+2024,2.0,3.0
+2025,3.0,4.0
+2026,1.0,3.0
+2027,1.0,1.0
+2028,2.0,5.0
+2029,0.0,1.0
+2030,2.0,5.0
+2031,4.0,5.0
+2032,2.0,5.0
+2033,1.0,4.0
+2034,2.0,2.0
+2035,2.0,4.0
+2036,2.0,5.0
+2037,4.0,8.0
+2038,1.0,2.0
+2039,4.0,6.0
+2040,0.0,6.0
+2041,1.0,2.0
+2042,0.0,9.0
+2043,1.0,3.0
+2044,0.0,5.0
+2045,1.0,5.0
+2046,1.0,5.0
+2047,0.0,4.0
+2048,2.0,4.0
+2049,1.0,2.0
+2050,1.0,4.0
+2051,0.0,4.0
+2052,1.0,3.0
+2053,1.0,3.0
+2054,0.0,4.0
+2055,2.0,4.0
+2056,1.0,3.0
+2057,0.0,6.0
+2058,3.0,8.0
+2059,0.0,4.0
+2060,1.0,3.0
+2061,1.0,3.0
+2062,4.0,5.0
+2063,1.0,3.0
+2064,2.0,7.0
+2065,0.0,4.0
+2066,2.0,3.0
+2067,3.0,5.0
+2068,1.0,1.0
+2069,1.0,4.0
+2070,2.0,2.0
+2071,3.0,9.0
+2072,1.0,6.0
+2073,3.0,5.0
+2074,0.0,3.0
+2075,3.0,9.0
+2076,0.0,3.0
+2077,2.0,5.0
+2078,2.0,5.0
+2079,1.0,4.0
+2080,1.0,5.0
+2081,1.0,3.0
+2082,2.0,7.0
+2083,4.0,1.0
+2084,1.0,6.0
+2085,3.0,2.0
+2086,2.0,4.0
+2087,3.0,6.0
+2088,2.0,6.0
+2089,1.0,2.0
+2090,1.0,6.0
+2091,2.0,5.0
+2092,3.0,1.0
+2093,2.0,4.0
+2094,1.0,4.0
+2095,4.0,3.0
+2096,5.0,2.0
+2097,2.0,5.0
+2098,2.0,2.0
+2099,1.0,6.0
+2100,2.0,4.0
diff --git a/SurgeData/N=1000/10-peak+year_c.csv → SurgeData/10-peak+year_c.csv b/SurgeData/N=1000/10-peak+year_c.csv → SurgeData/10-peak+year_c.csv
diff --git a/SurgeData/N=1000/10-peak+year_w.csv → SurgeData/10-peak+year_w.csv b/SurgeData/N=1000/10-peak+year_w.csv → SurgeData/10-peak+year_w.csv
diff --git a/SurgeData/N=1000/10-peak_c.csv → SurgeData/10-peak_c.csv b/SurgeData/N=1000/10-peak_c.csv → SurgeData/10-peak_c.csv
diff --git a/SurgeData/N=1000/10-peak_w.csv → SurgeData/10-peak_w.csv b/SurgeData/N=1000/10-peak_w.csv → SurgeData/10-peak_w.csv
diff --git a/SurgeData/N=1000/10-surge_c.csv → SurgeData/10-surge_c.csv b/SurgeData/N=1000/10-surge_c.csv → SurgeData/10-surge_c.csv
diff --git a/SurgeData/N=1000/10-surge_w.csv → SurgeData/10-surge_w.csv b/SurgeData/N=1000/10-surge_w.csv → SurgeData/10-surge_w.csv
diff --git a/SurgeData/N=1000/10-time_c.csv → SurgeData/10-time_c.csv b/SurgeData/N=1000/10-time_c.csv → SurgeData/10-time_c.csv
diff --git a/SurgeData/N=1000/10-time_w.csv → SurgeData/10-time_w.csv b/SurgeData/N=1000/10-time_w.csv → SurgeData/10-time_w.csv
diff --git a/SurgeData/N=1000/10-waterlevel_c.csv → SurgeData/10-waterlevel_c.csv b/SurgeData/N=1000/10-waterlevel_c.csv → SurgeData/10-waterlevel_c.csv
diff --git a/SurgeData/N=1000/10-waterlevel_w.csv → SurgeData/10-waterlevel_w.csv b/SurgeData/N=1000/10-waterlevel_w.csv → SurgeData/10-waterlevel_w.csv