Evaluation code for various unsupervised automated metrics for Natural Language Generation.

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Porting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7

Embedding模型代码和学习笔记总结

Simple TensorFlow implementation of skip-thought vectors

A Brutal Torch Implement for Skip-Thought Vectors with Multi-Layer Supported

Language Model and Skip-Thought Vectors (Kiros et al. 2015)

Training an encoder-decoder model that captures the semantic and syntactic properties of sentences and hence maps similar sentences to similar vector representations.

Simple, plug & play pytorch implementation of a skipthoughts encoder.

extension of modemo

Perception.AI is a text-to-image project, in which Attention GAN has been implemented. It takes in image caption as an input, and the GAN model generates a corresponding image. The model has been trained on CUB dataset, and thus is limited to generating bird images as of now. In the future, the project has a wider scope of having a generalized v…

A Skip-thought vector based English article summeriser, allowing for both .txt and any URLs as inputs.