︠dfbaf4c2-fbc8-4de3-b26f-339a326472ecs︠
%attach compute_lambda.sage
︡4f0b74bc-7987-4a57-b645-947cff96fdff︡{"stderr":"Compiling ./modular_symbol_map.pyx...\n"}︡{"done":true}︡
︠2f1365ce-2e7e-48c4-a893-fe62b1743265︠
%time t17a = compute_dist(EllipticCurve('17a'), 3, 100000)
︡6502e00d-2e3f-4af4-afdc-39ed97bdb6b0︡{"stdout":"1 1\nThere are 4784 primes to use up to 100000\nStarting...\nX"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"\nCPU time: 306.79 s, Wall time: 306.79 s\n"}︡{"done":true}︡
︠fd3dc000-8371-488e-9664-c8a306d19876︠
plot_histogram(t17a)
︡1d90b7ae-7add-4954-9164-335075a9e2fd︡{"file":{"filename":"34ffa526-351a-438b-b0c6-953f6cee15e3.svg","show":true,"text":null,"uuid":"dfd96aa7-2f31-4669-bc4e-e3db53d4c549"},"once":false}︡{"done":true}︡
︠0f91f055-6643-4d43-b541-d34be7098df4︠
running_average(t17a)
︡afbbd042-20cf-4cdd-82bd-b7d72a9d3a4b︡{"file":{"filename":"/projects/68c8b2b8-03ba-44d4-a0d1-5d771c8cb465/.sage/temp/compute5-us/9924/tmp_oA0vBp.svg","show":true,"text":null,"uuid":"123b2652-daf6-4c21-9768-13da23e16c34"},"once":false}︡{"done":true}︡
︠ad8cede1-9ebc-44a8-9cbe-ef60e4f21cdes︠
report(t17a)
︡123e7577-4f48-444e-9123-9f2d9ffdfe43︡{"stdout":"kurtosis:  8.41134483366\nmean:  -0.0579723846232\nsd:  1.23419990958\n"}︡{"done":true}︡
︠38002335-96db-417d-9613-6a8c1943c8eb︠
︡6415c296-d277-4bf8-8321-ef692126f057︡
︠ed3e1c0d-2cb8-4bf3-a686-0044c49a5988︠
%time t14a = compute_dist(EllipticCurve('14a'), 3, 50000)
︡a863a55c-0fe9-4014-8493-55f064ca79d4︡{"stdout":"1 1\nThere are 2555 primes to use up to 50000\nStarting...\nX"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"\nCPU time: 100.16 s, Wall time: 100.31 s\n"}︡{"done":true}
︠a1cad6c4-7528-4362-87ff-da17c42ac9ae︠
︡dd1f2034-e46f-4c23-af22-997320c757aa︡
︠dcd01045-8235-41ef-a927-f270e8499ff8︠
plot_histogram(t14a)
︡4af50ee6-9571-487e-8bae-92c4552c38b2︡{"file":{"filename":"febfad02-8400-4868-8c87-f37409c93bc2.svg","show":true,"text":null,"uuid":"a6135fe4-7339-4a70-8aac-5d2213087eda"},"once":false}︡{"done":true}︡
︠dd7595a2-2c38-48ff-bd3e-57e293b137c3︠
running_average(t14a)
︡a20ec847-3545-46d2-83ae-153fc29c7931︡{"file":{"filename":"/projects/68c8b2b8-03ba-44d4-a0d1-5d771c8cb465/.sage/temp/compute5-us/9924/tmp_Pqc1fe.svg","show":true,"text":null,"uuid":"c0a643dd-19d5-4b1f-887b-de87b5290ba0"},"once":false}︡{"done":true}︡
︠94981f41-0840-4781-8b87-e3d5322dd496︠
︡022f064c-66ce-4c61-a9e6-24ff5bd45d24︡
︠bd21ee56-6520-43c7-b994-4dfc7ddd57c1s︠
report(t14a)
︡ea8b503d-cdb2-4397-bd82-c599ec6af284︡{"stdout":"kurtosis:  4.25671038978\nmean:  0.0104405683264\nsd:  1.00242936638\n"}︡{"done":true}︡
︠42453d1e-ef47-4142-8118-1c70eed545e7︠
︡ba6e88e1-b390-43d3-b89c-23cb63f9657b︡
︠45516efc-3906-44d9-84ab-e0a4981ff595s︠
%time t15a = compute_dist(EllipticCurve('15a'), 3, 50000)
︡10ef07ea-2698-4c8b-a7c3-256e2612c6c4︡{"stdout":"1 1\nThere are 2556 primes to use up to 50000\nStarting...\nX"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"X"}︡{"stdout":" "}︡{"stdout":"\nCPU time: 94.00 s, Wall time: 94.04 s\n"}︡{"done":true}︡
︠275682f4-4303-4306-bc1b-c6f13b9cb26as︠
plot_histogram(t15a)
︡a6f0c7e7-b20d-45bd-9178-415323383519︡{"file":{"filename":"a40ffb73-e267-4598-8e68-bb8aa912dfdd.svg","show":true,"text":null,"uuid":"17b3626b-1546-4a59-881f-ef4b80c9b849"},"once":false}︡{"done":true}︡
︠fb6210aa-1334-4a08-ac56-6ae1bc62231e︠
︡aafb69ec-3ca9-4eb4-8474-116b5c8b2df5︡
︠aae82ea4-5a86-401d-aab6-a017cc803e12s︠
report(t15a)
︡21ec2dc5-854f-4213-a467-b0f49b8671ea︡{"stdout":"kurtosis:  5.38664945254\nmean:  -0.0136205023471\nsd:  1.12239110852\n"}︡{"done":true}︡
︠8ae0a77c-6136-4ee7-a51e-218233aa6041︠
︡a6b8ef85-2e89-47b9-b15d-4a8be75c14b3︡
︠bec9ed68-22eb-4aff-b17d-29e41f4a54c5s︠
running_average(t15a)
︡7aafa444-cdb4-4391-8929-5be8c290aa30︡{"file":{"filename":"/projects/68c8b2b8-03ba-44d4-a0d1-5d771c8cb465/.sage/temp/compute5-us/9924/tmp_uRo6yb.svg","show":true,"text":null,"uuid":"4e6ad9f9-5bb0-409d-a35a-ec22e619c10b"},"once":false}︡{"done":true}︡
︠4d955230-4925-46c7-9528-5155a89e391b︠











Collaborative Calculation and Data Science

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