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abstract_summarization_tensorflow

Attention-Based Abstract Summarization On Tensorflow

abstractive-summarization

Implementation of abstractive summarization using LSTM with Residual Recurrent Attention in the encoder-decoder architecture with local attention.

algorithm

bilstm-crf-in-pytorch

NLP exam

char-cnn-text-classification-tensorflow

the implement of text understanding from scratch

chatbot_pytorch

对于pytorch官网chatbot的教程做了模块化的处理，包含大量的注释

conversation-tensorflow

A neural chatbot using sequence to sequence model with attentional decoder implements by TensorFlow 1.4

crf-layer-on-the-top-of-bilstm

The CRF Layer was implemented by using Chainer 2.0. Please see more details here: https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/

cws_lstm

use bi-LSTM to do Chinese Word Segmentation

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

diversity_based_attention

ACL paper code

dsalg

数据结构与算法基础专栏

emnlp2017-bilstm-cnn-crf

neural-attention

tensorflow implementations of several models with attention mechanisms over subparts of sentences.

neural_sequence_labeling

A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle Part-of-Speech (POS) Tagging, Chunking and Named Entity Recognition (NER) tasks.

nmt

TensorFlow Neural Machine Translation Tutorial

pointer-generator

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

python-crawler-tutorial-starts-from-zero

python爬虫教程，带你从零到一，包含js逆向，selenium, tesseract OCR识别,mongodb的使用，以及scrapy框架

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rnn-nlu

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

self-attentive-tensorflow

Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"

seq2seq_chatbot

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

sequence-labeling-bilstm-crf

BiLSTM-CRF joint model for tasks like sequence labeling using char/word level embeddings in Tensorflow

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

tagger

A Joint Chinese segmentation and POS tagger based on bidirectional GRU-CRF

tensor2tensor

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

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-seq2seq-tutorials

Dynamic seq2seq in TensorFlow, step by step

tensorflow-summarization