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majiajue's Projects

stock-data-analysis-prediction icon stock-data-analysis-prediction

获取股票历史数据,并实现快速绘图。计算买入和卖出过程中的收益,并标记出涨跌转折点。最后,使用机器学习方法对数据进行建模,并给出股票未来走势的预测结果。

stock-market-analysis icon stock-market-analysis

Main idea is to get an comprehensive idea about a certain stock with prediction values for next few days; sentiment analysis on the news related to stocks and many more visualizations with built in comparison feature which support a powerful search engine.

stock-market-prediction icon stock-market-prediction

Comparing results using Autogluon and Time series from Keras, I predict certain stock valuations in a small time frame

stock-picker icon stock-picker

Predicting Stocks with News Articles using AI and machine learning.

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-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

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