A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly
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Latest commit eb2e44b Apr 5, 2017

README.markdown

Seq2Seq Wrapper for Tensorflow

To make life easier for beginners looking to experiment with seq2seq model. Read the article I wrote on seq2seq - Practical seq2seq, for more details.

Datasets


Update

After tweaking the dataset to bring down the overall % of unknown tokens to 3%, increasing vocabulary to 8000, the results are promising.

Query Reply
donald trump won last nights presidential debate according to snap online polls thought he was a joke
trump campaign please never delete this he was a joke
s new scoop is unk the castro connection how trumps company violated the us embargo against cuba trump is a disgrace to the debate and the media is not a liar
who won the first presidential debate trump will be a better time for a man
just wanna live in unk everything is 10x better there i was just on the same side and i was like it was a good time
the lil girl i forgot her name scares the shit out of me n probably always will lmaooo she was so cute and she was so cute and she was a bitch
question of the day who do you think won last nights debate weigh in using hillary is a trump supporter and a woman who has a better job than a woman
trump is a total embarrassment hes like a unk child who happens to be a professional liar and con man trump is a lot of money to get a great country
chill the fuck out thats what i said
so fun to see what the special effects team created for wow that is the best thing ive ever seen
she was fine too unk voice she is a good guy
the important ones are still here i dont think so
been drinking pumpkin spice protein shake every morning for a week and now i literally cannot even me too i just got it
lmao i just lost my job and i cant even leave early to be in the unk video today literally the same thing
hey happy birthday have a nice day thank you

~4% unknown tokens in dataset; vocabulary of 8000.

Query Reply
when are you going to let the police know you dont know what youre talking about
you can do it yeah i think so
wait are you saying that i dont appreciate i know you know what i mean
youre terrible yeah but im not
nah i dont think so why not
hes pissing in our faces again and were just taking it i cant
im sorry i dont know what else to say except im sorry why would you like to be
nobodys gonna get you now get inside i cant go back
shall i leave of course
well i really think hes got a chance i know
youd better be quiet sandy shut up
jesus christ you scared the shit out of me whats going on
well im sorry im really sorry ellie its okay
my lady this play will end badly i will tell lets get out of here
im going to miss you no youre not
what do you mean i dont know i dont know what i mean
my god these people are insane we dont know what they are
this isnt a date no what is it
you ought to go home and take care of that i cant do that
is something wrong no no no

Credits