return image, label train_aug_ds = train_ds.map(augfn) That’s it! Simple, isn’t it? Let’s run the training function again with the augmented dataset. train(model, train_aug_ds, val_ds, batch_size=24 'wordnet']] aug_args = dict(aug_p=0.3, aug_max=40) chain = [ nas.random.RandomSentAug(**aug_args), naw.RandomWordAug(action='delete', **aug_args), naw.RandomWordAug(action='swap', **aug_args), naw naw.RandomWordAug(action='crop', **aug_args), naw.RandomWordAug(action='substitute', **aug_args), nac.KeyboardAug() ] flow = naf.Sometimes(chain, pipeline_p=0.3) The nlpaug_fn() function just wraps up

month. Example ES6 199 var dt = new Date( "Aug 28, 2008 23:30:00" ); dt.setDate( 24 ); console.log( dt ) Output Sun Aug 24 2008 23:30:00 GMT+0530 (India Standard Time) setFullYear() getDate methods are used. Example var dt = new Date( "Aug 28, 2008 23:30:00" ); dt.setFullYear( 2000 ); console.log( dt ) Output Mon Aug 28 2000 23:30:00 GMT+0530 (India Standard Time) setHours() getMilliseconds methods are used. Example var dt = new Date( "Aug 28, 2008 23:30:00" ); dt.setHours(02); console.log(dt); Output Thu Aug 28 2008 02:30:00 GMT+0000 (UTC) setMilliseconds() Javascript

7th, 2007', 'Best Brownies', 'Yes'), array('Jun 21st, 2007', 'Smart Cookies', 'Yes'), array('Aug 1st, 2006', 'Anti-Java Cake', 'No'), )); Output: Jul 7th, 2007Best BrowniesYes BrowniesYes Jun 21st, 2007Smart CookiesYes Aug 1st, 2006Anti-Java CakeNo echo $this->Html->tableCells(array( array( 'highlight') ), 'Yes'), array('Jun 21st, 2007', 'Smart Cookies', 'Yes'), array( 'Aug 1st, 2006', 'Anti-Java Cake', array('No', array('id' => 'special')) ), )); Output:

NiStringExtraData Prn value (issue #1966134) 5.31 Version 2.3.7 (25 Aug 2008) • fixed export of cylinder radius on scaled objects 5.32 Version 2.3.6 (19 Aug 2008) • added import of bhkNiTriStripsShape collisions 67 Version 2.1.4 (Aug 29, 2007) • Export: fixed more bugs in bhkConvexVerticesShape • Export: NiVertexColorProperty and NiZBufferProperty blocks for CivIV 5.68 Version 2.1.3 (Aug 19, 2007) • Installer: 64. Version 2.1.7 (Sep 9, 2007) 67 Blender NIF Plugin, Release 2.6.0a0.dev4 5.69 Version 2.1.2 (Aug 17, 2007) • Installer: make sure user is admin (“fixes” the Vista bug) • Import: parent selected

NiStringExtraData Prn value (issue #1966134) 5.31 Version 2.3.7 (25 Aug 2008) • fixed export of cylinder radius on scaled objects 5.32 Version 2.3.6 (19 Aug 2008) • added import of bhkNiTriStripsShape collisions 67 Version 2.1.4 (Aug 29, 2007) • Export: fixed more bugs in bhkConvexVerticesShape • Export: NiVertexColorProperty and NiZBufferProperty blocks for CivIV 5.68 Version 2.1.3 (Aug 19, 2007) • Installer: 1.7 (Sep 9, 2007) 67 Blender NIF Plugin Documentation, Release 2.6.0a0.dev4 5.69 Version 2.1.2 (Aug 17, 2007) • Installer: make sure user is admin (“fixes” the Vista bug) • Import: parent selected

array('Jul 7th, 2007', 'Best Brownies', 'Yes'), array('Jun 21st, 2007', 'Smart Cookies', 'Yes'), array('Aug 1st, 2006', 'Anti-Java Cake', 'No'), )); Output: Jul 7th, 2007Best BrowniesYes BrowniesYes Jun 21st, 2007Smart CookiesYes Aug 1st, 2006Anti-Java CakeNo 138 Chapter 5. Views CakePHP Cookbook Documentation array('class' => 'highlight') ), 'Yes'), array('Jun 21st, 2007', 'Smart Cookies', 'Yes'), array( 'Aug 1st, 2006', 'Anti-Java Cake', array('No', array('id' => 'special')) ), )); Output: Jul

NiStringExtraData Prn value (issue #1966134) Version 2.3.7 (25 Aug 2008) fixed export of cylinder radius on scaled objects Version 2.3.6 (19 Aug 2008) added import of bhkNiTriStripsShape collisions fix for export Version 2.1.4 (Aug 29, 2007) Export: fixed more bugs in bhkConvexVerticesShape Export: NiVertexColorProperty and NiZBufferProperty blocks for CivIV Version 2.1.3 (Aug 19, 2007) Installer: also before export helps if the skin partitioning algorithm complains about losing weights Version 2.1.2 (Aug 17, 2007) Installer: make sure user is admin (“fixes” the Vista bug) Import: parent selected objects

NiStringExtraData Prn value (issue #1966134) Version 2.3.7 (25 Aug 2008) fixed export of cylinder radius on scaled objects Version 2.3.6 (19 Aug 2008) added import of bhkNiTriStripsShape collisions fix for export Version 2.1.4 (Aug 29, 2007) Export: fixed more bugs in bhkConvexVerticesShape Export: NiVertexColorProperty and NiZBufferProperty blocks for CivIV Version 2.1.3 (Aug 19, 2007) Installer: also before export helps if the skin partitioning algorithm complains about losing weights Version 2.1.2 (Aug 17, 2007) Installer: make sure user is admin (“fixes” the Vista bug) Import: parent selected objects

28. at> /bin/sync 29. at> /sbin/shutdown -h now 30. at> <EOT> 31. job 3 at Tue Aug 4 23:00:00 2015 32. # 您瞧瞧！ at 还可以在一个工作内输入多个指令呢！不错吧！ 事实上，当我们使用 at 时会进入一个 at shell 的环境来让使用者下达工作指令，此时，建议你最好使用绝对路 [root@study ~]# atrm （jobnumber） 3. 4. 范例一：查询目前主机上面有多少的 at 工作调度？ 5. [root@study ~]# atq 6. 3 Tue Aug 4 23:00:00 2015 a root 7. # 上面说的是：“在 2015/08/04 的 23:00 有一项工作，该项工作指令下达者为 8. # root”而且，该项工作的工作号码 root 1 0.0 0.2 60636 7948 ? Ss Aug04 0:01 /usr/lib/systemd/systemd ... 5. root 2 0.0 0.0 0 0 ? S Aug04 0:00 [kthreadd] 6. .....（中间省略）..... 7. root