GitOffice's repositories
ABSA_Keras
Keras Implementation of Aspect based Sentiment Analysis
algorithms
This repository is for learning and understanding how algorithms work.
am115-baby-names
First project for Applied Math 115 Fall 2018
Aspect-Based-Sentiment-Analysis
Aspect-Based Sentiment Analysis Experiments
AspectBasedSentimentAnalysis
Aspect Based Sentiment Analysis is a special type of sentiment analysis. In an explicit aspect, opinion is expressed on a target(opinion target), this aspect-polarity extraction is known as ABSA.
baby_names
Trends in baby names: clustering time series analysis
Customer_Satisfaction_Analysis
2018年1月参与重庆市在线民宿满意度测评项目,负责数据采集、主题抽取、情感分析等任务。开发的目的是克服用户打分和评论不一致,实时对重庆地区在线民宿的满意度进行评测,使用Python实现了在线评论采集和情感可视化分析。搭建了百度地图POI查询入口,可以进行自动化的批量查询POI信息的功能;构建了基于在线民宿语料的Word2vec主题聚类模型,利用主题中心词能找出对应的主题属性字典;以用户打分作为标注,然后通过实验贝叶斯、SVM、决策树等多种分类模型,最后选用贝叶斯模型进行情感分析,将情感分类概率分布作为情感趋势,最后通过POI热力图的方式对不同地域的民宿满意度进行展示。
Deep-Learning-for-Aspect-Level-Sentiment-Classification-Baselines
The public state-of-the-art methods for deep learning based ASC
Deep_Learning_for_Natural_Language_Processing
面向自然语言处理的深度学习--用Python创建神经网络
DS_projects
Data-driven projects repo
editing-workflow
Easily edit Pandas DataFrames within JupyterLab
fine-grained-sentiment
A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
fraud-detection-model-using-deep-learning
In this tutorial I will you through one of the most important applications in machine learning, I will demonstrate how can construct a high-performance model to predict a credit card fraud by using deep learning model.
machine-learning-notebooks
Assorted exercises and proof-of-concepts to understand and study machine learning and statistical learning theory
Neural-Machine-Translation_Transliteration
An Intelligent Approach for Translation / Transliteration using Neural Networks
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.
NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
PyTorchText
1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
Review_aspect_extraction
CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging
TEA_Twitter-Extraction-and-Analysis
Twitter Extraction and Analysis tools based on Tweepy
Text-Classification-Models-Pytorch
Implementation of State-of-the-art Text Classification Models in Pytorch
text_classification
all kinds of text classification models and more with deep learning
WeiXinMPSDK
微信公众平台SDK Senparc.Weixin for C#,支持.NET Framework及.NET Core。已支持微信公众号、小程序、小游戏、企业号、企业微信、开放平台、微信支付、JSSDK、微信周边等全平台。 WeChat SDK for C#.