No description, website, or topics provided.
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
paper
README.md
deep_sep_expr_shared.py
main.py
music_utilities.py
rnns.py

README.md

Software requirements:

  • Python v > 3.5
  • Numpy v > 1.12
  • Tensorflow v > 1.0
  • Pandas > v -0.18
  • scikit-learn v > 0.17.1 (for feature extraction in text task)

Summary of the input and outputs of the code:

  • The specifications for the particular run, including the task, dataset, model, form of the recurrent matrices, the device to run on, initialization, optimizer are given inside the dictionary named 'input_dictionary' as an argument to the main function. The outputs are written in a .npy file after being done with each random hyper-parameter configuration.

Loading custom dataset:

  • The function 'load_data()' in rnns.py handles the data loading. The users can customize this function accordingly.