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layerwise-relevance-propagation

Implementation of Layerwise Relevance Propagation for heatmapping "deep" layers

lrp_for_lstm

Layer-wise Relevance Propagation (LRP) for LSTMs

lrp_toolbox

The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.

massive

Tools and Modeling Code for the MASSIVE dataset

medtag-core

This repository contains the complete source code of the MedTAG annotation tool. MedTAG is a biomedical annotation tool for tagging biomedical concepts in clinical reports.

mex

modern-computer-vision-with-pytorch

Modern Computer Vision with PyTorch, published by Packt

natural-language-summary-generation-from-structured-data

Implementation of the paper -> https://arxiv.org/abs/1709.00155. For converting information present in the form of structured data into natural language text

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

notes

A collection of my notes

pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

practical_seq2seq

A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly

pynlp

NLP related tasks, including text classification, sequence annotation, text relations, machine translation and other tasks.

python-natural-garbage-generation

Natural language generation - the dumb way

pytorch-dqn

Deep Q-Learning Network in pytorch

pytorch-lrp

Basic LRP implementation in PyTorch

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl4nlp

A collection of papers on reinforcement learning applied to NLP

rl4nmt

Reinforcement Learning for Neural Machine Translation

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

seq2seq-1

Sequence to Sequence Learning with Keras

seq2seq-2

Attention-based sequence to sequence learning

seqmix

The repository for our EMNLP'20 paper SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup.

simplenlg

Java API for Natural Language Generation. Originally developed by Ehud Reiter at the University of Aberdeen’s Department of Computing Science and co-founder of Arria NLG. This git repo is the official SimpleNLG version.

style-transfer-in-text

Paper List for Style Transfer in Text

text-pairs-relation-classification

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

textcatvis

tools to analyze a collection of texts and identify relevant words

textrank

TextRank implementation for Python 3.

transformer-pointer-generator

A Abstractive Summarization Implementation with Transformer and Pointer-generator