Discover DeepsMoseli/Intro-to-reinforcement-learning Open Source

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Python
Created about 7 years ago
Updated over 6 years ago

DeepsMoseli

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This is a simple Q table based reinforcement learning algorithm aimed to help you get started. The task is for the agent cross a river represented by a string of dashes. I did not want to focus on the display of the environment much so it isnt a good interface

Bidirectiona-LSTM-for-text-summarization-

A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)

Python

LSTMGAN-for-melody-generation

An LSTM GAN implementation for music generation from MIDI files. The work closely follows work on GAN hacks in https://github.com/soumith/ganhacks

Python

Siamese-LSTM-on-sentence-similarity

Using Siamese LSTM to classify repeated quora questions. Attempted pretrained bert embeddings, Word2Vec and training own embeddings together with the model.

Jupyter Notebook

MLP-GA-hyperparameter-search

I Evolve an evolutionarry algorithm to optimize a sklearn MLP on the breast cancer dataset

Jupyter Notebook