Published August 31, 2023
| Version v2
Dataset
Open
Photometric Completeness Modelled With Neural Networks
Authors/Creators
- 1. McMaster University
- 2. University of Toronto
Description
Neural networks associated with the paper "Photometric Completeness Modelled With Neural Networks" (Harris & Speagle 2023).
Neural networks (`nn_clf_[...].joblib`) are included for all possible parameter combinations and trained over various numbers of artificial star tests (`ngc[...].dat`). See the example notebook (`nn_example.ipynb`) for detailed explanations of the files, their contents, and some usage examples.
Files
nn_tutorial.ipynb
Files
(229.5 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:db1cfa3131d4ce9ed387d032bfc9d58a
|
24.2 MB | Download |
|
md5:4a875190e23836a4907bf2252524797e
|
18.3 MB | Download |
|
md5:fa796d82fee799a395aee310a03778e7
|
47.2 MB | Download |
|
md5:728183491e6db7361f463dbfa2eaf401
|
2.0 MB | Download |
|
md5:107b7e0be41f42ca22fa550dece5c069
|
2.0 MB | Download |
|
md5:10f628ba6f99e1b589874599b2fd1b62
|
2.0 MB | Download |
|
md5:cab37dde01dd0cc99bd63f2f6851aa37
|
2.0 MB | Download |
|
md5:2be0d08c33afc0452d9969f094555ee6
|
2.0 MB | Download |
|
md5:404379040190475d152fd203090d122b
|
2.0 MB | Download |
|
md5:554f945393cadf0c542f60af42f95448
|
2.0 MB | Download |
|
md5:61f459c3f587109eb79b1c0b39413a12
|
2.0 MB | Download |
|
md5:0e7fd35e532d6691e7f1b3310118d7cb
|
2.0 MB | Download |
|
md5:ae4ba9347dee7fda46bdfc79f24a3106
|
2.0 MB | Download |
|
md5:b1fad9b68d3456b30dce464ae98cda1b
|
2.0 MB | Download |
|
md5:61af8e5a5fe42d9e87cf329a89364252
|
2.0 MB | Download |
|
md5:5e4cd2c6eda6fefdce797f1db8533a18
|
2.0 MB | Download |
|
md5:7b75b56e644fa3c6a64ffb05d8953cc4
|
2.0 MB | Download |
|
md5:baa1b7593c96e288b62df5cbbb438b62
|
2.0 MB | Download |
|
md5:c1c6bc84b03191e9ae5ebb8d30853d73
|
2.0 MB | Download |
|
md5:276a9f4bb1215d4b25ceb48b6888b0a4
|
2.0 MB | Download |
|
md5:7e9649f5c0cc432f500123a9d2829be6
|
2.0 MB | Download |
|
md5:11617ee11b0e6d5d32fa7a4cf67d22a9
|
2.0 MB | Download |
|
md5:b1af46fcf1601aec9a703037f9f1fdfd
|
2.0 MB | Download |
|
md5:e23df71480e7bbe69881d1dd89cb23ca
|
2.0 MB | Download |
|
md5:52c7edc8d27676d103591fd373ca2c13
|
2.0 MB | Download |
|
md5:6436658e7fbd1379337f30e24a323c5f
|
2.0 MB | Download |
|
md5:937be420882acb8088e89b0d68ffef46
|
2.0 MB | Download |
|
md5:ab0ee9b658dd4c36e0e72e8a1893962c
|
2.0 MB | Download |
|
md5:c3e9939edc38350b1d8c11d060194525
|
2.0 MB | Download |
|
md5:1091b2d36bcafea12f7ebdf3da984d5a
|
2.0 MB | Download |
|
md5:413b2c8f11d5e02f823d313f186e6b42
|
2.0 MB | Download |
|
md5:0797640eab9d6fb69db3ef98821551fe
|
2.0 MB | Download |
|
md5:9849ae74b2563bf4784170706575d067
|
2.0 MB | Download |
|
md5:37e0136a0b2454877a59755189efaf2a
|
2.0 MB | Download |
|
md5:07993ffd71967d96e9b0f2729522f72a
|
2.0 MB | Download |
|
md5:3c17d8bc1514452155f31a2914a1d992
|
2.0 MB | Download |
|
md5:eefb433226d9e21d171818c9494ddc6c
|
2.0 MB | Download |
|
md5:2812259298bb4c068fb33124efdd6c80
|
2.0 MB | Download |
|
md5:e4d0e67ca7cfbbc83986391c2fd62ebf
|
2.0 MB | Download |
|
md5:42a835a59c72c89b1b54d30357d0f406
|
2.0 MB | Download |
|
md5:59229722f394bbdb9f0f3c40bb5fb67e
|
2.0 MB | Download |
|
md5:f5d746dc0f199fd89b7eb236b60fef7f
|
2.0 MB | Download |
|
md5:d3da1b25797bdc253c844064d03d4d0c
|
2.0 MB | Download |
|
md5:71e1ad167361825317950294126cf682
|
2.0 MB | Download |
|
md5:5968ebbb3c8e4907e32fbdb25c86426e
|
2.0 MB | Download |
|
md5:b26fd9d6d30a73ec25afa570340cfdef
|
2.0 MB | Download |
|
md5:17951a602d17bfdbcca296751714015f
|
2.0 MB | Download |
|
md5:4cb361fb91933cc80e72a06f2d3c1d1f
|
2.0 MB | Download |
|
md5:30f41ac78866041853752809e5abe52e
|
2.0 MB | Download |
|
md5:5121925aebb6045a4ac63f93f3fd044a
|
2.0 MB | Download |
|
md5:e446cd1466c0ddd9588d0b57d21a8f4a
|
2.0 MB | Download |
|
md5:d4471e11cbab3cb2eb919be60f8d86ac
|
2.0 MB | Download |
|
md5:a77672248c79bd31da94bc50eb214be8
|
2.0 MB | Download |
|
md5:e1b58868f2e3357ea524a4b4eb085833
|
2.0 MB | Download |
|
md5:aa7ab64978b8e1cc26c4b73611249f94
|
2.0 MB | Download |
|
md5:90bc71b5780bbbe69ec82757cbaf46d5
|
2.0 MB | Download |
|
md5:676b25355c23d05b014e17a8c73ddc48
|
2.0 MB | Download |
|
md5:ac6d7242732e7318de094a257fd9aec7
|
2.0 MB | Download |
|
md5:6524ae9a95162c39c4bd21333973dda8
|
2.0 MB | Download |
|
md5:8635d4657dd5060e2b8a3b995a3f5f77
|
2.0 MB | Download |
|
md5:0d2d589cd9dbb863e1c65f470cdca147
|
2.0 MB | Download |
|
md5:3db75ecab3c0f9ee9a179e95d2909433
|
2.0 MB | Download |
|
md5:3dc136f99aaa4cb2714d96f0c8d73603
|
2.0 MB | Download |
|
md5:ca2caa6d66964d743ccc48fe7c15b087
|
2.0 MB | Download |
|
md5:2f2c99d2c4388fafc6088341acf6f57e
|
2.0 MB | Download |
|
md5:2504f15682e4e63740d7646b19f9bf7b
|
2.0 MB | Download |
|
md5:e75b87cc59fd9c7a6c8234885ea2bdfb
|
2.0 MB | Download |
|
md5:4c0f24baf0c2b8963fc2833bacfdd734
|
2.0 MB | Download |
|
md5:af1a68ea940e59fc2baeea40ab0862e2
|
2.0 MB | Download |
|
md5:c51c4ecf6dee23b2c5f50ac6758a6873
|
2.0 MB | Download |
|
md5:de1dc89f6ebd38fef1f5ccde24893757
|
2.0 MB | Download |
|
md5:f3a8fc0a4de6e059b0497a9b38ff845d
|
2.0 MB | Download |
|
md5:450f75dd715986771805d4a1decde87a
|
2.0 MB | Download |
|
md5:472937e30ae8814688d0e5364d424c99
|
608.2 kB | Preview Download |