Key | Value |
---|---|
FileSize | 47472 |
MD5 | 6C0BDC6C5580D38FB377E427BFFDFDAF |
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 | 1.3.0-1 |
SHA-1 | 23FBE1EE060AB24DDF3A61DE204D87E94EEE8A9B |
SHA-256 | 341659FCB683171A320E5D8077106D143CFD5A5E3A5EBBCB070ECDC18546465B |
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/__init__.py |
FileSize | 774 |
MD5 | A0EB657B15BE0C2EE3B949E3A9E38086 |
SHA-1 | 06FD3A8790884EF2298F32A35FB3DCD431D9E7BD |
SHA-256 | AAC1FAB237DCE0176418B27190FBEC553A232F23471D31D477CED494C8A80B8C |
SSDEEP | 12:icKya6cwuSh6nLL2l4kEVoV+dmyS21rXWJDeqYVXEHeP6ajxLJ7LjoQtO+IxRRJy:luSWwoI+YyS21rXWsqM2CPG+IPLW |
TLSH | T15301D07ADCE23A27851D60F8265F1139D371C05CBA98383609B043DFA118F3D67D2285 |
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/python3.12/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/utils/plotters/plotters.py |
FileSize | 14674 |
MD5 | 860A7AE76C7F247D16C9052868F5CEDC |
SHA-1 | 2AB9FF439C7B20FA6931E90B8DEDD4FD95EC81CD |
SHA-256 | F83F20F664AF82778D97C2647ED1B31241C0A5F618200B3F8F107C553F9AC4DC |
SSDEEP | 192:AAh4RJWgzqRKqQHEnjb9vsw5HXTQu+Y41iDSVvgCY5915HTTQufFim+D5ta7AGL9:ASCJWgzkKMZksHl6igvgCW97HHD+9vW |
TLSH | T16262950BA440173B47A399AC8DAE84055B70C417F98512BC39ECC28C1F5AA3DD7FA7B9 |
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/share/doc/python3-pyswarms/changelog.Debian.gz |
FileSize | 554 |
MD5 | 919379FEF1969EE0F12354CFF1EE8D97 |
SHA-1 | 2B3A1C257496030B50A14CF8BE0EB95EB275F3BE |
SHA-256 | 8127C221584BDC5D5A102B8806ADCC7E27AD41F4B6748ADF44CD3E7E18239D0C |
SSDEEP | 12:XkV6fldYk0tlY0pxKh1m06gxuMQWXsMj2G9Qh38RFTm:XcCldYkCFXKh7BoMQW8MaMQh38Rs |
TLSH | T10CF0C0A03ECC99B758ECA9703875B84E211B5CC50C1F3C4C5D8E551902DD31118A977A |