Install the library dependencies for this project by executing the setup.sh
:
chmod +x setup.sh
./setup.sh
Or you may install the requirements manually:
pip install -r requirements.txt
Scripts in this repository are implementations based on tutorials for TensorFlow.
- getting-started is based on the Getting Started from the official website of TensorFlow.
- image-classification uses the Inception model as instructed in Google Codelabs' TensorFlow for Poets.
- recurrent-neural-network contains the implementation of my proposed GRU+SVM model, but for MNIST classification, and uses
tf.nn.static_rnn()
instead oftf.nn.dynamic_rnn()
. - time-series-prediction is an implementation based on the tutorial written by Lakshmanan V.
- unfolding-rnn is based on the tutorial written by Suriyadeepan Ram, "Vanilla, GRU, LSTM RNNs from scratch in TensorFlow".