Holmes Text Generator

Generates text in the style of Arthur Conan Doyle's Sherlock Canon using deep learning.

Examples

 "what is the name of the case which had been surely to think that i have ...
 where does the window of your barrow. it is not a few minutes that it was a station and let me was  ...
 horace harker and the subject of the station which had been surely to think ...
 the public not unnaturally and in the hall man. i have the dark front of the morning. i should have ...
 armstrong at the door. "suppose i want to shut hat avoid to chantimage." "and ne! could we have no d ...

Sampling

Run bin/sample.py to generate random samples There are two approaches to sampling :

• Greedy, Large values of temperature make samples more interesting but produces more spelling mistakes
• Beam Search, Values of k=3-4 produce interesting but sometimes grammatically incorrect samples; Values of k=8-10 produce repeatitive but semantically correct samples