guoyin90 Goto Github PK

ocr_chinese

图像文字检测模型(EAST/AdvancedEAST)，及包含文字识别模型(CRNN+CTC)，Keras/TensorFlow实现.

ocr_densenet

第一届西安交通大学人工智能实践大赛（2018AI实践大赛--图片文字识别）第一名；仅采用densenet识别图中文字

opennre

An Open-Source Package for Neural Relation Extraction (NRE) implemented in TensorFlow

paper-in-code

NLP相关的paper代码复现。主要包括ACL，AAAI，EMNLP等顶会论文。

pdf-layout-analysis

'pdf-layout-analysis' is a temporary title.

personrelationknowledgegraph

ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远程监督与bootstrapping方法的人物关系抽取,基于知识图谱的知识问答等应用。

predicting-traffic-accidents-cnn

publaynet

pyhanlp

自然语言处理工具包HanLP的Python接口

pyspark-and-mllib

Getting start with PySpark and MLlib

pyspark-example-project

Example project implementing best practices for PySpark ETL jobs and applications.

pyspark-ml-demo

for simple spark ml project demo with flask api, using serving tools would be better

pyspark-twitter-stream-mining

Real-time Machine Learning with Apache Spark on Twitter Public Stream

python

All Algorithms implemented in Python

python_interview_question

关于python的面试题

pytorch-relation-extraction

distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取

rcnn-text-classification

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

reinforcement_learning

强化学习

relation-extraction

Experiments for new relation extraction algorithms

sa-dl

Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.

schema-based-knowledge-extraction

Code for http://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。

segmentation.x

Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation

semantic-segmentation-of-remote-sensing-images

遥感图像的语义分割，分别使用Deeplab V3+(Xception 和mobilenet V2 backbone)和unet模型，keras+python

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

semantic-segmentation-using-fully-convolutional-networks

In this project, we'll construct a fully convolutional neural network based on the VGGNet-16 architecture to perform semantic segmentation on a video captured from a front facing camera mounted on a vehicle dashboard to identify the drivable surface area.

senet-for-weakly-supervised-relation-extraction

senet-tensorflow

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

sentibridge

SentiBridge: A Knowledge Base for Entity-Sentiment Representation

sentiment-analysis

sentiment-analysis-1

基于情感字典的情感分析模型