基于机器学习的股票投资算法，使用到了Auto-ARIMA、LSTM、SVM、Prophet、朴素贝叶斯、移动平均算法等多个算法，从信息收集、算法分析、回测等多个方面进行分析，从消息面、基本面、技术面三种分析方法进行分析。
☆102Mar 14, 2020Updated 6 years ago
Alternatives and similar repositories for Stock-prediction-algorithm-based-on-machine-learning
Users that are interested in Stock-prediction-algorithm-based-on-machine-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- （陆续更新）重新整理过的基于机器学习的股票价格预测算法，里面包含了基本的回测系统以及各种不同的机器学习算法的股票价格预测，包含：LSTM算法、Prophet算法、AutoARIMA、朴素贝叶斯、SVM、随机森林等☆431Mar 30, 2023Updated 3 years ago
- 一个股票爬虫，从和讯、雪球等股票行情网站爬取股票数据, 作为数据分析选股的工具。☆11Jul 25, 2017Updated 9 years ago
- 能够自动抓取股票数据、分析股票数据☆10Sep 3, 2015Updated 11 years ago
- 对于一个板块内的股票使用Kmeans聚类剔除垃圾股，利用遗传算法分析上市公司的财务指标，从基本面的角度得出合理的股票选择模型，帮助投资者在某个板块内确定出选择高收益股票的标准，策略样本外回测计效见backtest.png文件。☆75May 31, 2021Updated 5 years ago
- 利用MACD分析股票走势☆11Nov 16, 2017Updated 8 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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。☆16Oct 10, 2019Updated 7 years ago
- 借助钉钉机器人发送股票买入卖出提醒信息☆17Dec 28, 2021Updated 4 years ago
- 这个是金融数据分析的功能库，专门为股票历史行情回测、量化分析编写。☆19Jan 11, 2018Updated 8 years ago
- cnn，随机森林，四种股票走势图分类☆13Feb 11, 2019Updated 7 years ago
- 行业轮动(股票)，基于沪深300的行业指数的行业轮动策略☆21Jan 31, 2018Updated 8 years ago
- 证券量化研究聚宽实现☆12Jan 31, 2020Updated 6 years ago
- Python计算期货股票等指标的一些方法封装☆11Nov 12, 2019Updated 6 years ago
- ☆11Oct 24, 2025Updated last year
- 利用Tushare接口的原始数据，搭建股票分析模型☆10Jul 19, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Elasticsearch + Kibana + Tushare DIY股票分析工具☆11Feb 1, 2019Updated 7 years ago
- 一个用于爬股票历史数据，并根据历史数据分析挖掘并对未来数据进行预测的项目☆16Oct 8, 2017Updated 9 years ago
- 研究一下大数据支撑下的股票科学☆12Oct 12, 2015Updated 11 years ago
- 这是一个利用岭回归分析股票K线简单Python设计☆10Dec 30, 2018Updated 7 years ago
- Compilation of technical analysis tools (EMA, Bollinger bands), fundamental analysis, machine learning models (LSTM, Random forest, ARIMA…☆15Aug 9, 2021Updated 5 years ago
- python量化分析股票的投资组合☆18Jul 12, 2017Updated 9 years ago
- 基于一个马尔可夫链的股票预测模型☆13Sep 29, 2020Updated 6 years ago
- 股票分析、量化交易、学习笔 记☆43Jan 30, 2021Updated 5 years ago
- Stock trading using timing strategy (股票的择时交易): mainly use short & long moving average of stock price and also analyze the performance of …☆12Feb 26, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 将A股所有股票的日K线的数据写入本地mysql数据库，收集从某个时间段以来的股票财报数据，包括营收、市值、股本等数据。☆15Jan 22, 2018Updated 8 years ago
- Multi-Factor model with regression method☆10May 4, 2019Updated 7 years ago
- 基于深度学习对股票进行简单分析(pytorch实现)☆18Jul 14, 2020Updated 6 years ago
- This program focused on the core concepts and practice of quantitative investment (multi-factor combination analysis, technical analysis …☆49Feb 5, 2020Updated 6 years ago
- 股票财务分析，指标智能筛选☆25Feb 28, 2024Updated 2 years ago
- Python技术分析与量化交易学习笔记☆13May 9, 2020Updated 6 years ago
- Apply Box&Tiao to generate stationary price spread series in steel industry commodity futures market for pair trading☆14Dec 11, 2022Updated 3 years ago
- 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。☆27Sep 17, 2020Updated 6 years ago
- 股票量化分析交易平台☆19Feb 19, 2018Updated 8 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 集合竞价选股(股票)，基于收盘价与前收盘价的选股策略☆29Jan 31, 2018Updated 8 years ago
- 一个利用中国股票市场日线级别数据分析的模型，历史数据来源tushare,sina,目前采用的模型算法是SVM,后续还会采用其他的算法来对比☆42Sep 24, 2018Updated 8 years ago
- 衍生品定价、对冲回测与主观交易工具☆15Dec 21, 2021Updated 4 years ago
- In this project I developed LSTM models for uni-variate , multivariate , multi-step time series forecasting.☆11Feb 27, 2020Updated 6 years ago
- 基于机器学习的多因子研究框架☆14Jun 22, 2020Updated 6 years ago
- 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☆451Sep 26, 2021Updated 5 years ago
- 专门的股票分析项目☆29Dec 18, 2020Updated 5 years ago