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nlp_xiaojiang

自然语言处理（nlp），闲聊机器人（检索式chatbot），BERT句向量-相似度（Sentence Similarity），文本分类（Text classify）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

nn_ner_tensorflow

Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in Tensorflow

node2vec

Implementation of the node2vec algorithm.

node2vec-1

nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

openke

An Open-Source Package for Knowledge Embedding (KE)

openne

An Open-Source Package for Network Embedding (NE)

pdf

数据科学方向 课件&资料

python

My Python Examples

python-1

All Algorithms implemented in Python

python-lda

lda模型的python实现

python-offer

《剑指Offer》面试题Python实现

pytorch-pretrained-bert

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

pytorch-tutorial

Build your neural network easy and fast

queryexpansionsystem

The python-based prototype of Chinese query expansion system using CKIP eHownet dictionary and association mining algorithm

queryreformulator

re-nlg-dataset

T-Rex : A Large Scale Alignment of Natural Language with Knowledge Base Triples

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

scientific-python-lectures

Lectures on scientific computing with python, as IPython notebooks.

scikit-kge

Python library to compute knowledge graph embeddings

sdne

This is a implementation of SDNE (Structural Deep Network embedding)

sentence-vae

PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

sentimentpolarityanalysis

情感极性分析repository1：基于情感词典、k-NN、Bayes、最大熵、SVM的情感极性分析。

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

seq2seq-chatbot-for-keras

This repository contains a new generative model of chatbot based on seq2seq modeling.

sequence-semantic-embedding

Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.

simhash

A Python Implementation of Simhash Algorithm

sinaspider

新浪微博爬虫（Scrapy、Redis）