tmp

Author: saulshanabrook

docs/explanation/2026_03_param_eq_paper_replication.ipynb

@@ -65,8 +65,11 @@ docs = [
     "sphinx-autodoc-typehints",
     "sphinx-gallery",
     "nbconvert",
+    "pandas",
     "matplotlib",
     "anywidget",
+    "altair",
+    "vl-convert-python",
     "seaborn",
     "egglog[array]",
     "line-profiler",

docs/explanation/2026_03_param_eq_paper_replication.py

@@ -0,0 +1,214 @@
+benchmark_name,node_count,runtime_ms
+Egg/45,45,212.200000000
+Egg/41,41,16.150000000
+Egg/34,34,193.600000000
+Egg/48,48,717.900000000
+Egg/37,37,26.040000000
+Egg/45,45,199.100000000
+Egg/25,25,117.200000000
+Egg/38,38,186.800000000
+Egg/41,41,23.130000000
+Egg/44,44,51.680000000
+Egg/40,40,160.200000000
+Egg/25,25,5.692000000
+Egg/43,43,92.390000000
+Egg/44,44,271.000000000
+Egg/32,32,89.710000000
+Egg/45,45,35.770000000
+Egg/37,37,35.700000000
+Egg/45,45,23.800000000
+Egg/28,28,4.230000000
+Egg/41,41,188.800000000
+Egg/41,41,74.220000000
+Egg/40,40,15.480000000
+Egg/45,45,204.600000000
+Egg/33,33,285.500000000
+Egg/48,48,30.500000000
+Egg/45,45,109.400000000
+Egg/43,43,27.120000000
+Egg/48,48,65.540000000
+Egg/36,36,14.420000000
+Egg/48,48,29.450000000
+Egg/19,19,442.100000000
+Egg/17,17,52.570000000
+Egg/17,17,70.240000000
+Egg/19,19,243.000000000
+Egg/19,19,340.200000000
+Egg/19,19,128.100000000
+Egg/17,17,53.480000000
+Egg/16,16,115.200000000
+Egg/19,19,237.200000000
+Egg/14,14,47.630000000
+Egg/17,17,53.940000000
+Egg/20,20,93.280000000
+Egg/16,16,129.500000000
+Egg/19,19,107.900000000
+Egg/19,19,327.000000000
+Egg/19,19,317.200000000
+Egg/21,21,320.700000000
+Egg/21,21,313.500000000
+Egg/21,21,123.100000000
+Egg/17,17,57.440000000
+Egg/17,17,55.740000000
+Egg/17,17,54.740000000
+Egg/19,19,336.200000000
+Egg/18,18,134.900000000
+Egg/16,16,53.960000000
+Egg/1,1,0.146800000
+Egg/1,1,0.147200000
+Egg/21,21,270.100000000
+Egg/19,19,56.220000000
+Egg/17,17,53.840000000
+Egg/63,63,6.460000000
+Egg/77,77,3.451000000
+Egg/40,40,105.000000000
+Egg/29,29,86.170000000
+Egg/89,89,1.360000000
+Egg/64,64,52.330000000
+Egg/58,58,1.405000000
+Egg/67,67,4.851000000
+Egg/71,71,46.370000000
+Egg/66,66,4.088000000
+Egg/51,51,3.149000000
+Egg/83,83,37.770000000
+Egg/37,37,2.279000000
+Egg/78,78,226.800000000
+Egg/67,67,24.290000000
+Egg/29,29,0.540800000
+Egg/72,72,2.782000000
+Egg/55,55,14.230000000
+Egg/33,33,0.783700000
+Egg/67,67,219.500000000
+Egg/59,59,6.614000000
+Egg/25,25,4.901000000
+Egg/66,66,27.150000000
+Egg/43,43,160.500000000
+Egg/32,32,2.992000000
+Egg/29,29,2.482000000
+Egg/85,85,7.570000000
+Egg/69,69,13.310000000
+Egg/56,56,1.331000000
+Egg/32,32,7.101000000
+Egg/79,79,13.280000000
+Egg/55,55,4.221000000
+Egg/89,89,109.200000000
+Egg/217,217,410.000000000
+Egg/116,116,1039.000000000
+Egg/194,194,379.400000000
+Egg/142,142,473.500000000
+Egg/269,269,380.200000000
+Egg/191,191,590.700000000
+Egg/191,191,377.100000000
+Egg/241,241,440.900000000
+Egg/202,202,358.800000000
+Egg/223,223,663.900000000
+Egg/357,357,531.900000000
+Egg/154,154,493.200000000
+Egg/134,134,555.700000000
+Egg/184,184,329.300000000
+Egg/416,416,707.500000000
+Egg/129,129,527.900000000
+Egg/174,174,339.700000000
+Egg/160,160,590.300000000
+Egg/196,196,463.500000000
+Egg/151,151,643.600000000
+Egg/125,125,709.800000000
+Egg/168,168,1315.000000000
+Egg/155,155,305.200000000
+Egg/170,170,373.500000000
+Egg/138,138,309.200000000
+Egg/179,179,663.600000000
+Egg/133,133,594.100000000
+Egg/186,186,423.500000000
+Egg/165,165,453.100000000
+Egg/131,131,1150.000000000
+Egg/1,1,0.139700000
+Egg/30,30,253.500000000
+Egg/28,28,274.600000000
+Egg/10,10,0.954400000
+Egg/31,31,435.000000000
+Egg/1,1,0.166900000
+Egg/28,28,157.900000000
+Egg/29,29,5.302000000
+Egg/29,29,73.570000000
+Egg/28,28,393.900000000
+Egg/29,29,262.800000000
+Egg/29,29,393.600000000
+Egg/29,29,225.200000000
+Egg/26,26,4.449000000
+Egg/29,29,173.700000000
+Egg/26,26,81.570000000
+Egg/29,29,294.500000000
+Egg/27,27,53.530000000
+Egg/28,28,3.177000000
+Egg/28,28,221.100000000
+Egg/28,28,4.708000000
+Egg/31,31,262.300000000
+Egg/29,29,130.800000000
+Egg/27,27,65.000000000
+Egg/29,29,24.890000000
+Egg/28,28,5.798000000
+Egg/27,27,20.730000000
+Egg/28,28,306.400000000
+Egg/28,28,85.760000000
+Egg/28,28,23.420000000
+Egg/43,43,14.500000000
+Egg/23,23,25.420000000
+Egg/27,27,3.468000000
+Egg/49,49,31.470000000
+Egg/23,23,2.993000000
+Egg/53,53,36.180000000
+Egg/21,21,8.431000000
+Egg/20,20,225.500000000
+Egg/31,31,102.600000000
+Egg/25,25,5.126000000
+Egg/24,24,294.000000000
+Egg/15,15,130.600000000
+Egg/33,33,5.123000000
+Egg/29,29,281.400000000
+Egg/45,45,36.260000000
+Egg/47,47,126.000000000
+Egg/49,49,111.500000000
+Egg/23,23,6.700000000
+Egg/25,25,13.980000000
+Egg/39,39,45.590000000
+Egg/43,43,5.005000000
+Egg/27,27,4.470000000
+Egg/27,27,268.900000000
+Egg/29,29,2.533000000
+Egg/20,20,1.174000000
+Egg/16,16,1.082000000
+Egg/53,53,254.400000000
+Egg/41,41,8.862000000
+Egg/17,17,1.122000000
+Egg/27,27,11.140000000
+Egg/44,44,233.900000000
+Egg/39,39,266.900000000
+Egg/35,35,11.920000000
+Egg/41,41,461.700000000
+Egg/44,44,59.140000000
+Egg/31,31,275.600000000
+Egg/28,28,107.900000000
+Egg/37,37,112.200000000
+Egg/35,35,515.900000000
+Egg/36,36,155.000000000
+Egg/33,33,11.260000000
+Egg/41,41,283.900000000
+Egg/42,42,532.300000000
+Egg/43,43,149.600000000
+Egg/41,41,241.400000000
+Egg/34,34,143.200000000
+Egg/42,42,28.950000000
+Egg/43,43,371.300000000
+Egg/42,42,339.400000000
+Egg/35,35,101.400000000
+Egg/31,31,339.800000000
+Egg/31,31,200.300000000
+Egg/37,37,198.200000000
+Egg/26,26,4.090000000
+Egg/41,41,231.500000000
+Egg/43,43,90.390000000
+Egg/42,42,129.600000000
+Egg/44,44,203.500000000
+Egg/35,35,42.310000000
+Egg/28,28,11.360000000