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沈浩's Projects

spacetime-reviews icon spacetime-reviews

Simple React app to demonstrate spatial and temporal functionality in Neo4j

srgan icon srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

stargan icon stargan

PyTorch Implemenation of "StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation"

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

stopwords icon stopwords

中文常用停用词表(哈工大停用词表、百度停用词表等)

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tesla_stock_prediction icon tesla_stock_prediction

Using time series analysis and natural language processing to predict Tesla stock price changes

text-mining icon text-mining

Code to extract keyterms, SVO patterns and sentences, build dependency networks and estimate sentiment in text documents.

textfilter icon textfilter

敏感词过滤的几种实现+某1w词敏感词库

textgrapher icon textgrapher

Text Content Grapher based on keyinfo extraction by NLP method。输入一篇文档,将文档进行关键信息提取,进行结构化,并最终组织成图谱组织形式,形成对文章语义信息的图谱化展示。

textinfoexp icon textinfoexp

文本处理实践课资料,包含文本特征提取(TF-IDF),文本分类,文本聚类,word2vec训练词向量及同义词词林中文词语相似度计算、话题检测与追踪,文本过滤技术,文档自动摘要,信息抽取,智能问答(QA),情感分析与观点挖掘等实验。

tiktok-scraper icon tiktok-scraper

TikTok Scraper. Download video posts, collect user/trend/hashtag/music feed metadata, sign URL and etc.

tomotopy icon tomotopy

Python package of Tomoto, the Topic Modeling Tool

tool icon tool

开发效率提升:Mac生产力工具链推荐

top2vec icon top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

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