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Matt Zheng's Projects

modelscope icon modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

monodepth icon monodepth

Unsupervised single image depth prediction with CNNs

mri-u-net icon mri-u-net

基于U-net和MRI图像的膀胱壁边缘以及膀胱肿瘤检测

mturicreate icon mturicreate

Turi Create simplifies the development of custom machine learning models.

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

opennre icon opennre

Neural Relation Extraction implemented in TensorFlow

productknowledgegraph icon productknowledgegraph

GoodsKG, a knowledge graph that contains the product-product hierarchy and producer sales goods relationship, which sum up to 1300 products and more than 90000 brands, 基于京东网站的商品上下级概念，商品品牌之间关系，商品描述维度等知识库，基于该知识库可以支持商品属性库构建，商品销售问答，品牌物品生产等知识查询服务，也可用于情感分析等下游应用．

py-kenlm-model icon py-kenlm-model

python | 高效使用统计语言模型kenlm：新词发现、分词、智能纠错等

py-yanwenzi icon py-yanwenzi

网络表情NLP，颜文字识别，颜文字表情实体识别、属性检测、新颜发现

pyals icon pyals

练习题，python 协同过滤ALS模型实现：商品推荐 + 用户人群放大

pymabed icon pymabed

Python implementation of MABED (Mention-Anomaly-Based Event Detection)

python-apriori icon python-apriori

Python,两款Apriori算法实践与比较，基于今日头条数据的练习题

qa-snake icon qa-snake

基于多搜索引擎和深度学习技术的自动问答

qaonmilitarykg icon qaonmilitarykg

QAonMilitaryKG，QaSystem based on military knowledge graph that stores in mongodb which is different from the previous one, 基于mongodb存储的军事领域知识图谱问答项目，包括飞行器、太空装备等8大类，100余小类，共计5800项的军事武器知识库，该项目不使用图数据库进行存储，通过jieba进行问句解析，问句实体项识别，基于查询模板完成多类问题的查询，主要是提供一种工业界的问答**demo。

qdrqa icon qdrqa

基于Query-Document Relevance ranking 的知识问答

rayleigh icon rayleigh

Search image collections by multiple color palettes or by image color similarity.

rcf icon rcf

Richer Convolutional Features for Edge Detection

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