ffRunKey / lightgbm_BiLSTMLinks
A Study on Stock Price Prediction and Quantitative Strategy - Based on Deep Learning 『深層学習に基づく株価予測とクオンツ戦略に関する研究』基于深度学习的股票价格预测和量化策略研究
☆31Updated 3 years ago
Alternatives and similar repositories for lightgbm_BiLSTM
Users that are interested in lightgbm_BiLSTM are comparing it to the libraries listed below
Sorting:
- 使用随机森林、bp神经网络、LSTM神经网络、GRU对股票收盘价进行回归预测。Random forest, BP neural network, LSTM neural network and GRU are used to predict the closing pric…☆53Updated 5 years ago
- 使用机器学习进行股票预测并指导短线(预测未来3日股价)交易。☆79Updated 3 years ago
- 多因子选股量化交易策略, 基于中证500指数股票2017至2022年年分钟交易数据构建.☆30Updated last year
- 复现华泰证券《强化学习初探与DQN择时》研报中的DQN模型与效果☆34Updated 2 years ago
- 多因子选股(股票) ,基于Fama三因子构成的多因子策略☆78Updated 7 years ago
- Try to predict stock price with LSTM、GAN and DRL, exploring the features of news and technical indicators,which help improving perfomance…☆103Updated 5 years ago
- 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。☆99Updated 5 years ago
- 基于LSTM的股票价格预测☆65Updated 6 years ago
- 一个简单的量化研究框架,具备基本的数据获取、因子分析、机器学习、回测及结果分析功能☆50Updated 3 years ago
- 算法根据单个板块或单只股票的历史数据判断板块指数或个股次日收盘价信息,得到相应的调仓对策。可回归(预测具体价格)可分类(预测涨跌)。 长短期记忆模型(LSTM)是循环神经网络(RNN)的一种,每个输入样本都是一个序列(如某板块20天的四价一量)用这个序列预测结果。它认为某些…☆62Updated 5 years ago
- 多因子选股框架☆24Updated 4 years ago
- This program focused on the core concepts and practice of quantitative investment (multi-factor combination analysis, technical analysis …☆44Updated 5 years ago
- ☆88Updated 9 months ago
- LSTM 实现的股票最高价预测☆141Updated 2 years ago
- 多因子打分选股☆13Updated 3 years ago
- 金融时间序列(预测分析 / 相似度 / 数据处理)☆244Updated last year
- stock predict by cnn and lstm☆39Updated 7 years ago
- 基于聚宽平台,探索分钟级的高频交易☆34Updated 5 years ago
- For Chinese comments, the Finbert model was used to conduct polarity analysis and predict stock price rise☆24Updated 4 years ago
- 基于机器学习方法构建多因子选股模型:RandomForest, GBDT, Adaboots, xgboost,MLP, Linear Model, LSTM☆212Updated 5 years ago
- LSTM神经网络预测沪深300指数及其涨跌☆41Updated 5 years ago
- An end-to-end stock factors mining neural network framework.☆44Updated 2 years ago
- 本项目为深度学习在多因子量化选股中的一种实践☆108Updated 6 years ago
- Stock factor mining with CNN and GRU.☆64Updated 2 years ago
- 获取经典的量化多因子模型数据☆83Updated 3 years ago
- 沪深300指数增强模型☆86Updated 5 years ago
- 多因子lstm预测☆14Updated 3 years ago
- StockFormer: A Swing Trading Strategy Based on STL Decomposition and Self-Attention Networks☆114Updated last year
- Backtrader量化策略研报复现☆31Updated 3 years ago
- An attempt to implement the idea behind this paper: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0212320☆20Updated 3 years ago