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Yanh12's starred repositories

docker_practice

Learn and understand Docker&Container technologies, with real DevOps practice!

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asoiaf

Character Interaction Networks for George R. R. Martin's "A Song of Ice and Fire" saga

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10kGNAD

Ten Thousand German News Articles Dataset for Topic Classification

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datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

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German-NLP

Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German

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TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

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german-sentiment

A data set and model for german sentiment classification.

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Deep-Learning-with-TensorFlow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

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Lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

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NLP_Project_Abstractive_Summarization

Used Python “keras” package to develop a unidirectional LSTM based deep learning model “encoder-decoder networks” for title generation on news data set. Improved the architecture by using attention. Created tensorboard visualizations to show the validation accuracy and loss. Evaluated the summaries using the ROUGE score.

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bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

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transformer-abstractive-summarization

Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"

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attention_keras

Keras Layer implementation of Attention for Sequential models

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Deep-Reinforced-Abstractive-Summarization

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization"(https://arxiv.org/abs/1705.04304)

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abstractive-text-summarization

PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.

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practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

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seq2seq-summarizer

Pointer-generator reinforced seq2seq summarization in PyTorch

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Text-Summarizer-Pytorch

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

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community

Stores documents used by the TensorFlow developer community

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Abstractive-Summarization-With-Transfer-Learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

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text-summarization

Extractive vs. Abstractive Text Summarization Methods

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tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

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Text-Summarization-of-Movie-Reviews

This repo contains the NLP Project i completed at IIT Chicago. It is an extractive based Text summarization technique that is similar to LexRank and TextRank , but also uses word embeddings to measure similarity between sentences

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arxiv-public-datasets

A set of scripts to grab public datasets from resources related to arXiv

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pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

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summarization_embeddings

Code for improving the CL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks." Different forms of word embeddings are integrated into the text summarization model.

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keras-text-summarization

Text summarization using seq2seq in Keras

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harry_potter_nlp

Harry Potter and the Allocation of Dirichlet

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fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

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TextRank

Implementation of TextRank with the option of using pre-trained Word2Vec embeddings as the similarity metric

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