docu

Author: jakeret

.gitignore

@@ -0,0 +1,3 @@
+/logs*
+/.idea*
+/.ipynb_checkpoints*

LICENSE

@@ -0,0 +1,25 @@
+===================================
+TCN: Temporal Convolutional Network
+===================================
+
+This is a generic **Temporal Convolutional Network** implementation as proposed in `An Empirical Evaluation of Generic Convolutional and Recurrent Networks
+for Sequence Modeling <https://arxiv.org/pdf/1803.01271.pdf>`_ by Bai et al. developed with **Tensorflow**.
+
+The implementation has been tested on the following task contained in this repository:
+
+- Sequential MNIST
+- Copy memory
+- Text classification on the IMDB movie dataset
+
+
+.. image:: https://raw.githubusercontent.com/jakeret/tf_unet/master/docs/tcn.png
+   :alt: Temporal Convolutional Network
+   :align: left
+
+.. image:: https://raw.githubusercontent.com/jakeret/tf_unet/master/docs/layers.png
+   :alt: Layers
+   :align: left
+
+.. image:: https://raw.githubusercontent.com/jakeret/tf_unet/master/docs/residual_block.png
+   :alt: Residual block
+   :align: left