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季威志's Projects

abu icon abu

阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构

altair icon altair

Assessing Source Code Semantic Similarity with Unsupervised Learning

chinese-stock-prediction-using-weibo-baidu-news-sentiment icon chinese-stock-prediction-using-weibo-baidu-news-sentiment

📈 A neural network regression model trained to predict the mean stock price percentage change everyday using financial factors like previous close price, actual previous close price, open price, market capitalization, total market value, price-to-earning ratio and price-to-book ratio, along with corresponding Sina Weibo and Baidu News sentiment scores.

code-similarity icon code-similarity

a website of finding vulnerability codes using some Code Similarity algorithms

document-similarity icon document-similarity

A scalable system (using multiprocessing in Python) to find similarity between thousands of documents using difflib Sequence Matcher/ Levenstein Distance /cosine similarity/ word embeddings generated by word2vec

hs300_stock_predict icon hs300_stock_predict

该项目用于对沪深300股票的预测,包括股票下载,数据清洗,LSTM 模型的训练,测试,以及实时预测

lstm_lrp_factor icon lstm_lrp_factor

使用LSTM及股票因子数据预测未来收益,使用LRP(layer-wise relevance propagation)增强网络可解释性

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