Projects

Here is a list of articles I’ve written about some of the various projects I’ve been involved in.

Accuracy of Social Networks Estimated From Binary and Count Data

In behavioural ecology, animal social networks are used to answer a wide variety of questions. However, unlike in the analysis of human social networks, we can’t ask animals what their social pr…

Spectral Graph Convolutional Networks for Sequence Labelling in Keras

Background Traditional convolutional neural networks (CNNs) have been hugely successful on a number of problems. In the case of visual processing, they work by sliding small filters (or kernels) acros…

ELMo embeddings layer in Keras

Github repository: github.com/JHart96/keras_elmo_embedding_layer. ELMo embeddings Pre-trained word embeddings have been highly successful in numerous natural language processing tasks.  Trad…