| Key | Value |
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| FileSize | 942032 |
| MD5 | 9EE8D4352481D1DAC8F8C26E165B1DA1 |
| PackageDescription | CPU/GPU math expression compiler for Python (docs) Keras is a Python library for machine learning based on deep (multi- layered) artificial neural networks (DNN), which follows a minimalistic and modular design with a focus on fast experimentation. . Features of DNNs like neural layers, cost functions, optimizers, initialization schemes, activation functions and regularization schemes are available in Keras a standalone modules which can be plugged together as wanted to create sequence models or more complex architectures. Keras supports convolutions neural networks (CNN, used for image recognition resp. classification) and recurrent neural networks (RNN, suitable for sequence analysis like in natural language processing). . It runs as an abstraction layer on the top of Theano (math expression compiler) by default, which makes it possible to accelerate the computations by using (GP)GPU devices. Alternatively, Keras could run on Google's TensorFlow (not yet available in Debian, but coming up). . This package contains the documentation for Keras. |
| PackageMaintainer | Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com> |
| PackageName | keras-doc |
| PackageSection | doc |
| PackageVersion | 2.1.1-1 |
| SHA-1 | D1759E97E0267A861FA9A6EB5568E23251D070B1 |
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| hashlookup:children-total | 104 |
| hashlookup:trust | 50 |
The searched file hash includes 104 children files known and seen by metalookup. A sample is included below:
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/keras-doc/examples/cifar10_cnn.py |
| FileSize | 4119 |
| MD5 | 50E7FAB9F3BC3DDCF28E7111F0688E10 |
| SHA-1 | 03562090E8A7594864BDFF5C0479360E5E556A05 |
| SHA-256 | C9B03F3C3210D6AF30E773C142B7BFB3A9FC0E7F1E82C8FB529FF0CF8D88CA94 |
| SSDEEP | 96:TCZN+8Qpgk3GF6QyWqogJdJqCIrv/MWQfAokCovlieFARJE:TO+8YJ02Xkk0o9CliX3E |
| TLSH | T17F8174F354732A2E621B70F6F3CD559233E993478E263560FB3C4110EB8B8292736266 |
| Key | Value |
|---|---|
| CRC32 | 897F0BAD |
| FileName | ./usr/share/flightgear/Phi/3rdparty/require/text.js |
| FileSize | 15611 |
| MD5 | B061E680DC483CAC81AD9EEDAFEB0171 |
| OpSystemCode | 362 |
| ProductCode | 207704 |
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| SHA-256 | 060EFF42292D4C88EB111554FF6A3E2942BCD24019B978F7E6E35F57C757DAD0 |
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| SSDEEP | 192:cxWfDlX1Yas10S1S1GjAzjGuk+2kH/YVT4e0TrBOSV3srBp1o7b6CsUSqMXwAYSI:M2M1GxhTYD0gS1oMg3X3rKFo1jwym9 |
| SpecialCode | |
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| db | nsrl_android |
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| Key | Value |
|---|---|
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| TLSH | T16EB3129EBB36DCCCD429248FD04DBF542062DDA5404B1AC9FB91E0C9AA3CF61D269B91 |
| Key | Value |
|---|---|
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| SSDEEP | 192:VEVcYJp8TBBKlQxQhQH0PjA4pxTt5p3Fw:2S9CQUrAoxA |
| TLSH | T108D1D83EEA47B219622361B51ACE07837FAD738B5362B850F05CD0105F8D96A9339BDC |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/keras-doc/html/constraints/index.html |
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| TLSH | T1DB32210009E0363B816385E68A682B247EE3414BF5057D91F2FC264EEFE2F4A6D0B54D |
| Key | Value |
|---|---|
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| TLSH | T188D2A61245EA23374C23B2EF9A2813697A9F904FF65829D1B4EC936CBF41E074A3754D |
| Key | Value |
|---|---|
| FileName | snap-hashlookup-import/lib/python3.6/site-packages/mkdocs/themes/readthedocs/css/theme.css |
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| SSDEEP | 768:9IwU18Eo+JqfFXzBREmKIo9irIlIdk8Ict5QbzQWRItJIVPI29iC:hUq+4NjBREUkaQTSC |
| TLSH | T150932070960414E9A7B1CD5AD3C0BB552339F3B3D8422CE9E2AA97AD5BC1F4C52D2F18 |
| insert-timestamp | 1728990674.0921965 |
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| Key | Value |
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| SSDEEP | 96:THD1jG4ALe1bJqIdQDrbjDzhbnlrRofVoaNewb8wrU:THBjG4ALUbJ7d0rbjDzh1aNjb8wrU |
| TLSH | T16961477138E73E06824792BE9DD6EF12633A02635F4CA83070DC5629DFA745952A9CFC |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/keras-doc/examples/mnist_cnn.py |
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| MD5 | 3BD78610CA54DE48ACF01D66EEF1F170 |
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| SHA-256 | 13636EB1488F5738FB5805C0B38706F346334D2A688127A0F28B3730541AA7A0 |
| SSDEEP | 48:6qqr1fW45gh2B68OIHCI8rtGissv+yWqu3Wsit8IJzk:6qqMZx8OoCBrtGl6+yWqXJtO |
| TLSH | T12A412EB3C0231A5DFA2670B9A1C91AD63BE993434F6636A1FB7C4010DB87209A73D919 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/keras-doc/html/getting-started/functional-api-guide/index.html |
| FileSize | 29706 |
| MD5 | 60310790FE62CCC0FFF4210CB5EA0E26 |
| SHA-1 | 18CD6AE362D07C82B0BE7BDFF309A6118CD7208E |
| SHA-256 | 540965F88DA2B786151C71DA476DA71B43F5265BB193885B60D6D497B1D5DC6A |
| SSDEEP | 384:zSRVThaod+xD8r3NUI73IphFITkb6pUgFEhsVJBfIPGlNha3hzhj0IEI+FoIZKtp:u13NXUpsTbVE+lczh7HM2mDlEX3ln |
| TLSH | T10FD2B61225E53736420711F2B78B2B99BFAB0047E6152C90F87C1A1CAF45F166B3B9DE |