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Tensors and Dynamic neural networks in Python with strong GPU acceleration

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Models and examples built with TensorFlow

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

Community maintained fork of pdfminer - we fathom PDF

Python PDF Parser (Not actively maintained). Check out pdfminer.six.

🌿 中文近义词：聊天机器人，智能问答工具包

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。

Tensorflow-based Recommendation systems

IRGAN SIGIR paper experimental code

Pytorch + NLP, 一份友好的项目实践仓库

BERT as language model, fork from https://github.com/google-research/bert

This is a python package for multi-process running.

The first public PyTorch implementation of Skip-Thought Vectors

Compute and plot NDCG for a recommender system

关于文本分类的许多方法，主要涉及到TextCNN，TextRNN, LEAM, Transformer，Attention, fasttext, HAN等

A Python implementation of Probabilistic Context-Free Grammar Parser.

Code and data for paper "Dialog Intent Induction with Deep Multi-View Clustering", Hugh Perkins and Yi Yang, 2019, EMNLP 2019

A decision-tree based conditional independence test.

Code for Structured Attention for Unsupervised Dialogue Structure Induction.

Python implementation of Collective Matrix Factorization

Implementation of DSGAN (not fully completed)

Matrix factorization with least square algorithm

LatticeLSTM Notes