Jianguo Zhang, June 20, 2018
Related implementations for sequence to sequence, generative adversarial networks(GAN) and Autoencoder
This is an implementation for Improve techniques for training Gans. Which can be modified for semi-supervised learning
This is 200-line codes of Seq2Seq model for twitter chatbot, the dataset is already uploaded, and the code can be ran directly.
Requirements: Tensorflow 1.8.0, Tensorlayer>=1.8.4, cuda>=9.0.
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 |