Recurrent Neural Networks

Great for language modeling*. What's the next letter?

The cat in the ha

"Deep" spelling

• layers=2
• width=1024
• batch_size=50
• seq_length=15
• num_epochs=30

Score words

Sampled seven letter words

twigwee  4.044358     False
uncoorn  4.178008     False
eminate  4.240006     False
wizable  4.249013     False
icillic  4.320535     False
rigtory  4.334869     False
titting  4.543220     False
upbland  4.549292     False
idlener  4.578380     False
gumborn  4.607096     False

Real words

untruth  2.792500      True
ringlet  3.114211      True
missing  3.312544      True
trumpet  3.356997      True
mestizo  3.444021      True

roadway  14.202039      True
stupefy  14.227516      True
dismiss  14.672120      True
nightly  14.861044      True
tsunami  15.432922      True
cantata  15.943768      True

RNN Ipsum

Trappe curient hectar loads, jit trucket haddy kleptoman wooel. Libelor ransor metis, edificently cocklesh wize hoo, furthorn sumptuously marma. Grote reeker welf joal, ison unmovel bridesman orn. Cordoner thromb laburna kowhead. Jets scoutman ballry, ostraciders agogy wilfulate a. Immortent ordan whick. Ovi bystan toge jit meni coby viscounce drychange. Askay smilt voodom, reunity hairdoor, gnorthiness ex. Spasion aquet sagebruch knavi sagebruch meniment diora. Grimlet orn askay ful earant chiropon impobiacy. Chainous harpistry olean yiem easth arrayo menorama. Warthoge buryard jaunch remoss golfhound. Raker drak rheost, everywork dreamable, axister coby nill.

Cluster words on the network imprint after a word is pushed through.

Thanks, you!