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majiajue's Projects

stock-prediction-and-quantitative-analysis-based-on-machine-learning-method icon stock-prediction-and-quantitative-analysis-based-on-machine-learning-method

This project studies the intrinsic relationship between the stocks’ multiple factors and the investment value of the stocks listed in China Securities Index 800 Index through the machine method. The investment system pipeline has been implemented including data acquirement, data preprocessing, model tuning and selection based on the XGBoost boosted tree model.

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

stock-prediction-news icon stock-prediction-news

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

stock-prodict icon stock-prodict

一个根据量化交易系统策略改造的短期股市趋势预测系统,内核与主功能分开设计,方便添加自定义内核.(A short-term stock market trend prediction system transformed according to the quantitative trading system strategy, the core is designed separately from the main function, which is convenient to add a custom core.)

stock-sentiment-tracker icon stock-sentiment-tracker

Stock Sentiment Tracker is an innovative platform for monitoring current market sentiments through real time sentiment analysis of textual information from social media sites like Twitter and Reddit.

stock-sky icon stock-sky

股票历史数据采集,存储到csv,MySQL,画K线图和成交量图,根据策略预测涨跌,选股

stockapp icon stockapp

一句话生成量化策略的微信小程序

stockbot icon stockbot

Dashboard and Bot for tracking stocks. Get price drop/rise alerts, news alerts, predictions etc.

stocker icon stocker

股票机器学习预测系统,判断明日上涨概率最高的股票

stockforecast icon stockforecast

:dart: predict the price trend of individual stocks using deep learning and natural language processing

stockholm icon stockholm

一个股票数据(沪深)爬虫和选股策略测试框架。根据选定的日期范围抓19、取所有沪深两市股票的行情数据。支持使用表达式定义选股策略。支持多线程处理。保存数据到JSON文件、CSV文件

stockinsight icon stockinsight

StockInsight predicts the stock prices using Neural Networks. It uses Elasticsearch, Twitter data, News Headlines and sentiment analysis to find the effect of emotions on the stock price. How much do emotions on twitter and news headlines affect stock price? What could be the price of stock within next 30 minutes?

stockmarket icon stockmarket

A股行情展示小程序,包含小程序前台、后台,支持个股、板块、排行以及自选股功能

stockmonitoring icon stockmonitoring

实时监控个人自选的股票。当达到某个设定的条件后,使用语音和文字报警。

stockpredict_with_news icon stockpredict_with_news

This project is web service that predicts stock price using deep learning & sentimental analysis.

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.

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