Key | Value |
---|---|
FileSize | 44184 |
MD5 | 34434D826B0ADCA693B5EF1273859EFA |
PackageDescription | research toolkit for particle swarm optimization in Python PySwarms is an extensible research toolkit for particle swarm optimization (PSO) in Python. . It is intended for swarm intelligence researchers, practitioners, and students who prefer a high-level declarative interface for implementing PSO in their problems. PySwarms enables basic optimization with PSO and interaction with swarm optimizations. . Features: * High-level module for Particle Swarm Optimization * Built-in objective functions to test optimization algorithms * Plotting environment for cost histories and particle movement * Hyperparameter search tools to optimize swarm behaviour . This package contains the Python 3.x version of PySwarms. |
PackageMaintainer | Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com> |
PackageName | python3-pyswarms |
PackageSection | python |
PackageVersion | 1.1.0+dfsg-3 |
SHA-1 | 15CD75A74075FB158C06194DF48833EAF92DF901 |
SHA-256 | E73EBF2E4236C1F82CF9DD74F1DC55FCFA3A789CD6684CC653ED1E1CC47A3E2F |
hashlookup:children-total | 42 |
hashlookup:trust | 50 |
The searched file hash includes 42 children files known and seen by metalookup. A sample is included below:
Key | Value |
---|---|
FileName | usr/lib/python3.12/site-packages/pyswarms/discrete/__init__.py |
FileSize | 225 |
MD5 | 21602C5EF2215E91731D76E052B71AFA |
SHA-1 | 03FD25008A921948800E0742CE2E9B7BB6690F59 |
SHA-256 | B52FA67ABCD923229296B1D78B42AA8EB7B624332332CBE276D8D270E9B40181 |
SSDEEP | 6:0BvM6WpzG1WsvBVgwZ0IyWQXrGMBOEXLvRHfE8kJMRJKj1c:cvoFGcO8wZrMqfYLZc8CMRJsc |
TLSH | T1A9D023D761753D07413AD9E36327A634CDD1456C79C13721016C04FC341A64301E35D0 |
tar:gname | root |
tar:uname | root |
Key | Value |
---|---|
FileName | usr/lib/python3.12/site-packages/pyswarms/utils/plotters/__init__.py |
FileSize | 310 |
MD5 | CEF3B7C894453D4FFA3C765C35E1E292 |
SHA-1 | 04FCDF9DF121FB8FA16F97B228206D748EBA8C67 |
SHA-256 | 61C6224A0861267673399FDA15B59B894E3044FF7B7182945A0D341512000F64 |
SSDEEP | 6:0RiJWpjWQECwrs9nmQQfTJ14gquoKonw/vHxVRJRK3RK29A7RJ2iUrv:s5SCYMmQAJNreSv7s3RRA7RJ2Lrv |
TLSH | T184E0C22AD4762E8787ABCB92664E99615ED01000B8A4255F1C20427C1357BDFD6EA34E |
tar:gname | root |
tar:uname | root |
Key | Value |
---|---|
FileName | usr/lib/python3.12/site-packages/pyswarms/backend/topology/random.py |
FileSize | 8978 |
MD5 | 4F4FD7624AD4A4708B948C1FB74C53BB |
SHA-1 | 109A129BB0226AF77F13539AD16A4C7E2AC6F5EA |
SHA-256 | 7CFEFDAF0911ECE65E525CA6D37CC4C76B13FA006E0C217B9515EF2A29B3EDC8 |
SSDEEP | 192:D9Uj6L3RhjHVp5ljHxZCmg1eRfrGrRi8xvBFZ:D9xjHVTlj3CmOqDGg8xvBFZ |
TLSH | T1D80296791DC50F37D2D3D2668EEA5BA7C7788107AA100998388C53640F1B915A6BDFDC |
tar:gname | root |
tar:uname | root |
Key | Value |
---|---|
FileName | ./usr/lib/python3/dist-packages/pyswarms/utils/plotters/formatters.py |
FileSize | 6365 |
MD5 | 167B351AFC67FDE68ABB8F11CC151ECD |
SHA-1 | 1645C871D57AEBE368D008D035E74FDD5AC8D375 |
SHA-256 | 905C8791C53A57459E57F8138161F1363421050DA09804F4C334E649C3ECA61E |
SSDEEP | 192:K3tq4Rm8wpkbsvqBBJrK9UtdkmE/RBgqB//2tRH:KU4YisvqBBV1CJBgqB/cH |
TLSH | T1DCD14316A4010A370F43D5796DEA558342B0C42FA196252A78FC42AC1F4BB2CDAF77DF |
Key | Value |
---|---|
FileName | usr/lib/python3.12/site-packages/pyswarms/backend/topology/ring.py |
FileSize | 5969 |
MD5 | 6553FF435EFD3B51FA0DC9DF38E61E96 |
SHA-1 | 1E243C135A921A8B1F207DD7AD9DCB23EE2527A9 |
SHA-256 | ED4333D6D55EC7D904C7C6F99CCD8B55F09E3CFFB5624997ACDFBE97E44F94FA |
SSDEEP | 96:DqvejiElpmNbXqHQVS7D18lWjlprGaUgvZ7wJLZ4HFp8YgClgFkuV1adxwXCbxs9:DqvhqX18Qp7U4HFp5lCCxwXClsXg1QPt |
TLSH | T1F7C1A73E5E888F77D263E65A56D967D7C3B942279900096C38DC53240F0BD1902FDEE8 |
tar:gname | root |
tar:uname | root |
Key | Value |
---|---|
FileName | usr/lib/python3.12/site-packages/pyswarms/backend/topology/star.py |
FileSize | 5428 |
MD5 | 738FD8D304FD99DC8B16BD4BA2DC9A07 |
SHA-1 | 1E65DEDE111D2AC758A8E667362EAE64B636268E |
SHA-256 | 2044FFB4EE3C920510359CD53A3EE4E961E474E646EE27B7B11F2A1A05735C1B |
SSDEEP | 96:DUzNeCElOMAzic9m1TU+MYrGCIopV7LBFU/xp8YgClgFkuP1JdxwXCbxsXgrFjnk:DUzNn2TU+MYpj7fU5p5lQ/xwXClsXg1k |
TLSH | T125B1855E4ED84F7B42B2E65966EA97A6C7790217EE00095C38CD63240F0BE1A00FDFD8 |
tar:gname | root |
tar:uname | root |
Key | Value |
---|---|
FileName | usr/lib/python3.12/site-packages/pyswarms/utils/decorators/decorators.py |
FileSize | 1806 |
MD5 | 02BCC4C4E58302EAB8F95479D13FD83B |
SHA-1 | 2985A227021971B56E34C7CD6A66DB52388A586D |
SHA-256 | 4BB464813AFE8812D1D3B1F51F564F35699D581B032FE05327D235EF8B3F8A83 |
SSDEEP | 48:bck9CV7nhRBeUzDl5JAOVZ70MDMOLerCn:BCNnhRgCLJAOVZ70MDMOLerCn |
TLSH | T1F531E44ABCA63B724283F4E848DF8166E2696C37F14816747CDD83E41F2142DC7F6699 |
tar:gname | root |
tar:uname | root |
Key | Value |
---|---|
FileName | usr/lib/python3.12/site-packages/pyswarms/backend/topology/pyramid.py |
FileSize | 6936 |
MD5 | EF311DD1B8AD80D05AE23B25A4E6D1AA |
SHA-1 | 2AFE5BB1D489BC723358C5E96586A36FE1293BE2 |
SHA-256 | 77DEDC337D31624E7A054035E3CFE85A33956C9BBE6FA2D845D1F029EE2BC81C |
SSDEEP | 192:DidMqmJ0OXIL5TPwfKO/ET3Fp5lWGnwXClsXg1ePsXCu:DiHmJVXyTPwfKO/ET3FTlWpXClsXOAs5 |
TLSH | T168E1A56A0E984F3BA2A3D26945EA67DBC3BA4113BD00096C38DD53580F16D1946FCFD8 |
tar:gname | root |
tar:uname | root |
Key | Value |
---|---|
FileName | ./usr/lib/python3/dist-packages/pyswarms/discrete/binary.py |
FileSize | 9357 |
MD5 | E0500D51F1F9D0C9BE742FC3428E3167 |
SHA-1 | 344CB1EC08D6CE7BEED0EFE18A92EC5289D0A051 |
SHA-256 | C957DD73F6E02F31F02A9027502D2A3422C3710E0599E97A63CBD17E0F292412 |
SSDEEP | 192:tLSLBRWk0M6XOG8InChnDMng06g2Ed6EhWPs4xjW:tLwRWk0MGYyChDJ06fEkkWU4U |
TLSH | T1C112B61A9B501F3381A3E6519C8DA3A3D2714827A945144D39FE82641F0BD3DB2BBFDD |
Key | Value |
---|---|
FileName | usr/lib/python3.12/site-packages/pyswarms/utils/search/grid_search.py |
FileSize | 2668 |
MD5 | 18B50FE2E20AB646E23E21E19EA100CB |
SHA-1 | 4824D71FAA71D21B4B1D1C83977E6BF4F8AE9C16 |
SHA-256 | 83C62EC1B2A48F76AB42A3A019502AE892B3D1F49CC79B44B7CBCB5537A1C059 |
SSDEEP | 48:96vg07ccS406rW5LSoVIgVf7WLItIwzMmsab6U1KdtbW6+czL:fsTSiryLjIQf7DzM2GxL |
TLSH | T162511011E712BF5A45BBA4F6088E828492F4C81B794C209578FC56E46F0BC2DF7F215D |
tar:gname | root |
tar:uname | root |