lzhan011,github

models

Models and examples built with TensorFlow

movielens-recsys

基于MovieLens-1M数据集实现的协同过滤算法demo

ncrfpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

ner

基于tensorflow深度学习的中文的命名实体识别

ner-bert-pytorch

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

ner-chinese

Comparison of Chinese Named Entity Recognition Models between NeuroNER and BertNER

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nlp-journey

nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等，涉及到各种与nlp相关的算法，基于keras和tensorflow。

nlp-knowledge-graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

nlp-practice-with-tensorflow2

使用tensorflow2完成一些常见的NLP任务

nlp-project

including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

pick-pytorch

Code for the paper PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks

probabilityofsentence

基于B-gram的句子概率计算

pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

randomforest

随机森林，Random Forest（RF）

randomforest-1

Python implementation of a random forest for use with continuous value attributes

recommendsystempractice

《推荐系统实践》代码实现

renzhengfei

任正非**

selectivenet

code for the ICML paper "SelectiveNet - A Deep Neural Network with an Integrated Reject Option"

sensitive_content_filter

DFA 实现中文敏感词检测

sentiment-analysis

Sentiment Analysis with Word Embedding and Long Short Term Memory Approaches

sharding-jdbc-1

SpringBoot+Mybaits+sharding jdbc进行分库分表（方法一）

shortest-leetcode-python-solutions

Leet Code 刷题笔记 - - 不求最快最省，但求最短最优雅，Shorter is better here.

spark-binlog

A library for querying MySQL Binlog with Apache Spark structure streaming, for Spark SQL , DataFrames and [MLSQL](http://www.mlsql.tech).

spark-mysql-scala

Spark-MySQL-Scala Integration

spark_db_connector

Use Scala API to read/write data from different databases,HBase,MySQL,etc.

spark_mysql

SparkSQL DataFrame与MySQL增加，删除，修改和查询那些事儿

spring-boot-all

spring-boot,mybatis,activemq,redis,email, freemarker,shiro,websocket,sitemesh,ehcache,easyui,kindeditor,quartz,springfox,swagger,jpa,hibernate,querydsl,netty

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