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Shagun's Projects

adabound icon adabound

An optimizer that trains as fast as Adam and as good as SGD.

bntoolbox icon bntoolbox

Toolbox for bayesian network inference (variable elimination, Gibbs sampling)

comparing-optimizers icon comparing-optimizers

An in-depth study of various DL optimizers implemented using numpy, autograd and pytorch.

discourseproject icon discourseproject

Our project for CSC2511 Natural Language Computing. We investigate the validity of the RST framework for discourse parsing using a data-driven approach by leveraging BERT.

dl-with-bayes icon dl-with-bayes

Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"

pytorch-pretrained-bert icon pytorch-pretrained-bert

πŸ“–The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

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