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Danushka Bollegala's Projects

darep icon darep

Cross-domain word representation learning

jekyll-now icon jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

jointreps icon jointreps

Joint Word Representation Learning using a Corpus and a Semantic Lexicon

mindl icon mindl

Minimal Examples for Deep Learning in Python

mlib icon mlib

A Machine Learning Library in Python

neuralcoref icon neuralcoref

✨Fast Coreference Resolution in spaCy with Neural Networks

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-examples icon pytorch-examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

repseval icon repseval

Evaluating pre-trained context-independent word embeddings

sfa icon sfa

Spectral Feature Alignment

svdmi icon svdmi

Common pre-processing in NLP such as PPMI computation, SVD-based dimensionality reduction, and PLSR-based distribution prediction.

textsne icon textsne

2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point

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