Shirwinerjay's starred repositories
nlp-in-practice
【文本预处理】Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
Google-GLDv2-2020
Google's Landmark Recognition Challenge 2020. （参赛者修改调优后）
head_tail_breaks_algorithm
Python and JavaScript code for the head/tail breaks algorithm, a classification scheme for data with a heavy-tailed distribution. It's works great for choropleth map coloring
Neo4j-5.7.0
Data sets, syntax, and resources about Neo4j
TOPSIS-Python
Source code for TOPSIS optimization algorithm in python
demo-chinese-text-binary-classification-with-bert
用 Python 和 BERT 做中文文本二元分类
demo_chinese_text_classification_bert_fastai
在 fast.ai 用 BERT 做中文文本分类
geocomputing
Examples for doing spatial analysis in CSC computing environment.
UIE_CLUENER
用百度的UIE解决CLUENER2020细粒度实体识别数据集。
Weibo-Analyst
Social media (Weibo) comments analyzing toolbox in Chinese 微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计; 4.情感分析; 5.主题聚类
skipgram-negativesampling
word2vec: distributed representation vectors of word with negative sampling
Deep-Learning-Resources
理解深度学习理论有用的资源
awesome-pretrained-chinese-nlp-models
Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合
weibo-public-opinion-analysis
基于微博数据的舆情分析项目，包括微博爬虫、LDA主题分析和情感分析。
HelloGitHub
:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.
deep_learning_notes
deeplearningbook学习笔记，来自于 http://www.deeplearningbook.org
weibo-analysis-and-visualization
使用python抓取微博数据并对微博文本分析和可视化，LDA（树图）、关系图、词云、时间趋势（折线图）、热度地图、词典情感分析（饼图和3D柱状图）、词向量神经网络情感分析、tfidf聚类、词向量聚类、关键词提取、文本相似度分析等
weibospider_keyword_crawl
微博爬取“关键词”的程序，讲解帐号池管理
weiboflask
微博情感分析，使用flask制作restful api，毕业设计衍生项目
Segnet-Transfer-Learning
SegNet 神经网络
transformer-tutorial-code
本仓库提供了一个基于PyTorch实现的Transformer模型示例代码，专为初学者设计，用以深入浅出地讲解Transformer架构的工作原理和应用。通过阅读和运行此项目中的代码，学习者可以快速理解自注意力机制、编码器-解码器结构以及如何在实际任务中使用Transformer。同时，项目包含了详细的文档说明和注释，便于跟随每一步进行实践。
awesome-remote-sensing-change-detection
List of datasets, codes, and contests related to remote sensing change detection