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PB's Projects

ars icon ars

Deep Learning Fundamentals .::. AI Research School

bertviz icon bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

bionev icon bionev

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

capsule-networks icon capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

cnn-rnf icon cnn-rnf

Convolutional Neural Networks with Recurrent Neural Filters

coreference-resolution icon coreference-resolution

Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).

datastories-semeval2017-task4 icon datastories-semeval2017-task4

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

dcgans icon dcgans

Implementation of some basic GAN architectures in Keras

deepsentiment icon deepsentiment

Implementation of Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank

dnc icon dnc

A TensorFlow implementation of the Differentiable Neural Computer.

duett icon duett

Code for "DuETT: Dual Event Time Transformer for Electronic Health Records"

dynet icon dynet

DyNet: The Dynamic Neural Network Toolkit

examples icon examples

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

keras-dcgan icon keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

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