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pynlp

NLP related tasks, including text classification, sequence annotation, text relations, machine translation and other tasks.

python

All Algorithms implemented in Python

ranking

Learning to Rank in TensorFlow

rasa_nlu_chi

Turn Chinese natural language into structured data 中文自然语言理解

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)

rnn-nlu

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

rnn-text-classification-tf

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

rnn_joint_nlu_chinese

Train Joint_NLU model using Chinese 中文意图和槽联合模型 tensorflow实现和pytorch实现

robertta_albert_bert_zh

微调bert相关模型，进行命名实体识别、意图分析（文本多分类）、相似句判断、同义句生成，构建智能问答

sentiment_analysis_textcnn

基于tensorflow 实现的用textcnn方法做情感分析的项目，有数据，可以直接跑。

sequence-labeling

sequence-labeling-bilstm-crf

The classical BiLSTM-CRF model implemented in Tensorflow, for sequence labeling tasks. In Vex version, everything is configurable.

serving

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

sf-id-network-for-nlu

This is the source implementation of ACL2019 accepted paper: A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling(https://www.aclweb.org/anthology/P19-1544).

skip-thoughts

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

sklearn-doc-zh

:book: [译] scikit-learn（sklearn） 中文文档

slot-filling-and-intention-prediction-in-paper-translation

槽填充、意图预测（口语理解）论文整理和中文翻译。Slot filling and intent prediction paper collation and Chinese translation.

slot_filling_and_intent_detection_of_slu

slot filling, intent detection, joint training, ATIS & SNIPS datasets, MIT corpus, 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

slu

多轮对话系统的多意图识别

smp2019-ecdt-nlu

**中文信息学会社会媒体处理专业委员会举办的2019届中文人机对话之自然语言理解竞赛

spark-learning

Spark学习的一个项目

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-model-server

A ReadyToGo TensorFlow Model Server Docker image

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

tensorflow_poems

中文古诗自动作诗机器人，屌炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tensorflow_serving_with_mnist

Creating ML model is a task that requires most attantion while building the AI related business solution. But it is equally necessary to oversee hoe the model will be used after production for usage by user. Tensorflow provides this servicd called tensorflow serving for packing the model and necessary data into a docker container and then deploye it over any server for predictions.