Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Training an RNN to classify sequences using just the last LSTM output #325

Open
wants to merge 7 commits into
base: master
Choose a base branch
from
Open

Training an RNN to classify sequences using just the last LSTM output #325

wants to merge 7 commits into from

Commits on Oct 26, 2017

  1. Developing example of last-output training

    Macdonald committed Oct 26, 2017
    Configuration menu
    Copy the full SHA
    aae31c4 View commit details
    Browse the repository at this point in the history

Commits on Oct 27, 2017

  1. Made the LSTM learn something super easy

    Macdonald committed Oct 27, 2017
    Configuration menu
    Copy the full SHA
    89efb0d View commit details
    Browse the repository at this point in the history
  2. Tried a slightly harder example. We see a distintive drop in loss at …

    …the very end of training.
    Macdonald committed Oct 27, 2017
    Configuration menu
    Copy the full SHA
    6a4c80a View commit details
    Browse the repository at this point in the history
  3. Now learning on the 'hard' problem

    Macdonald committed Oct 27, 2017
    Configuration menu
    Copy the full SHA
    7bfa743 View commit details
    Browse the repository at this point in the history

Commits on Oct 29, 2017

  1. Language classification example converged well

    Aidan Macdonald committed Oct 29, 2017
    Configuration menu
    Copy the full SHA
    9545d42 View commit details
    Browse the repository at this point in the history
  2. Adding test data

    Aidan Macdonald committed Oct 29, 2017
    Configuration menu
    Copy the full SHA
    2a81651 View commit details
    Browse the repository at this point in the history
  3. Reverting some changes

    Aidan Macdonald committed Oct 29, 2017
    Configuration menu
    Copy the full SHA
    96cfd58 View commit details
    Browse the repository at this point in the history