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query_correct

query纠错项目

rake-tutorial

A python implementation of the Rapid Automatic Keyword Extraction

rasa

💬 Open source library for natural language understanding and machine learning-based dialogue management. - All things around intent classification, entity extraction and action predictions - DIY NLP and chatbot framwork.

rasa_nlu_chi

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

rnn-nmt

基于双向RNN，Attention机制的编解码神经机器翻译模型

semantic-extractor

基于xlnet微调加预训练的中文语义提取器

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

seq2seq_chatbot_new

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

starspace

Learning embeddings for classification, retrieval and ranking.

tensor2tensor

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

tensorflow-ltr

Tensorflow implementations of various Learning to Rank (LTR) algorithms.

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

text_classification

all kinds of text classification models and more with deep learning

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

transformer-xl

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

your-first-machine-learning-project---end-to-end-in-python

这是一个完整的，端到端的机器学习项目，非常适合有一定基础后拿来练习，以提高对完整机器学习项目的认识