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angel

A Flexible and Powerful Parameter Server for large-scale machine learning

bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

chatlearner

A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

data-structures

A collection of powerful data structures

deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

dgk_lost_conv

dgk_lost_conv 中文对白语料 chinese conversation corpus

find-chinese-medical-words

发现新词 无监督词库生成 医学词库生成 发现未登录词

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

kb-qa

基于知识库的中文问答系统（biLSTM）

netease-music-recommendation

网易云音乐推荐系统实现

pyltp-books

使用pyltp的工具，基于中文依存句法的四大名著人物情节分析系统。分为整体分析和章节分析两大模块,实现了人物篇幅分析，故事发生地分析，主要人物情绪变化分析，人物互动情况分析.

pythonlearning

python 学习之路:running:

qa

使用深度学习算法实现的中文问答系统

repository-datamining

data mining project repository

sentiment-analysis-with-rnn-and-cnn

Project of SJTU-CS438 Internet-based Information Extraction Technologies

sklearn-svm

支持向量机(SVM)——分类预测，包括多分类问题，核函数调参，不平衡数据问题，特征降维，网格搜索，管道机制，学习曲线，混淆矩阵，AUC曲线等

slot_filling_intent_joint_model

attention based joint model for intent detection and slot filling

soc-pmi-short-text-similarity-

stanford-openie-python

Stanford Open Information Extraction - Python Wrapper

tensorflow

使用谷歌开源的TensorFlow进行一系列的训练实践

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

text-classification

Implementation of papers for text classification task on DBpedia

wmd

Word Mover's Distance from Matthew J Kusner's paper "From Word Embeddings to Document Distances"

zhopenie

Chinese Open Information Extraction (Tree-based Triple Relation Extraction Module)