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rnn-for-joint-nlu

Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

rong360

用户贷款风险预测

sentence2vec

Tools for mapping a sentence with arbitrary length to vector space

sentibridge

SentiBridge: A Knowledge Base for Entity-Sentiment Representation

sequence-semantic-embedding

serving

A flexible, high-performance serving system for machine learning models

simbert

a bert for retrieval and generation

simcse

SimCSE在中文任务上的简单实验

similarity

similarity：相似度计算工具包，java编写。用于词语、短语、句子、词法分析、情感分析、语义分析等相关的相似度计算。

simple_tensorflow_serving

Generic and easy-to-use serving service for machine learning models

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

slot_filling_and_intent_detection_of_slu

slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

slot_filling_intent_joint_model

attention based joint model for intent detection and slot filling

slotfilling

Using Tensorflow to train a slot-filling & intent joint model

slotgated-slu

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

smarttools

SmartTools

spectacle

Invisible watermarks for images

speech-emotion-analyzer

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

speech-emotion-recognition

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

svm_mnist_digit_classification

MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-zero-to-n

《TensorFlow从0到N》是一个技术文章系列，从一个线性回归问题开始，逐步递进至现代卷积网络，构建完整的深度学习基础。

tensorflow_documents_zh

TensorFlow 正式版中文文档

test

nlp,dnn

text2event

An implementation for `Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction`

text_matching

常用文本匹配模型tf版本，数据集为QA_corpus，持续更新中

text_matching-1

文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等，数据集为LCQMC官方数据 可能存在侵权嫌隙数据已删除!

textcnn_public

textmatch

基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）

textmining

Python文本挖掘系统 Research of Text Mining System