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fusionnet-nli

An example for applying FusionNet to Natural Language Inference

ga-reader

Gated Attention Reader for Text Comprehension

gated-attention-reader

Tensorflow/Pytorch implementation of Gated Attention Reader

gitskills

gnn-algorithms

图神经网络相关算法详述及实现

gnns-for-nlp

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

golden-retriever

Authors' implementation of EMNLP-IJCNLP 2019 paper "Answering Complex Open-domain Questions Through Iterative Query Generation"

gradient-checkpointing

Make huge neural nets fit in memory

graphgallery

GraphGallery is a gallery of state-of-the-art Graph Neural Networks (GNNs) for TensorFlow 2.x and PyTorch.

graphneuralnetwork

The learning of the GraphNeuralNetwork

hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 自动摘要 短语提取 拼音 简繁转换

hard-attention

Leaning hard attention model by policy gradient with rewards based on active inference.

hexo-theme-icarus

A simple, delicate, and modern theme for the static site generator Hexo.

highway-cnn

Simple convolutional highway networks using TensorFlow.

jack

Jack the Reader —— A Machine Reading Comprehension framework.

joelnet

live coding deep learning library

joint-many-task-model

Multiple Different Natural Language Processing Tasks in a Single Deep Model

jsondumpreader

Library that provides ways to read from and iterate through the Wikibase entities in a Wikibase Repository JSON dump

knowledge-distillation-zoo

latex-paper-templates

Latex-format paper templates, including Elsevier, arXiv and IEEE Access.

learngit

libertatis

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lstm-odyssey

Implementations of "LSTM: A Search Space Odyssey" variants and their training results on the PTB dataset.

machine-learning

Content for Udacity's Machine Learning curriculum

machine-reading-comprehension-datasets

Machine Reading Comprehension Datasets collections (2013 - 2019?)

markdown-two-column-documentation-example

Responsive, Two Column Documentation Layout With Markdown and CSS

matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

matrixslow

A simple deep learning framework in pure python for purpose of learning in DL

mc_gradients