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
☆31Sep 24, 2019Updated 6 years ago
Alternatives and similar repositories for LSTM_LRP_factor
Users that are interested in LSTM_LRP_factor are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 3 years ago
- Tensorflow 2.1 implementation of LRP for LSTMs☆41Jan 9, 2023Updated 3 years ago
- 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 6 years ago
- cnn,随机森林,四种股票走势图分类☆13Feb 11, 2019Updated 7 years ago
- LRP for LSTMs, GRUs, and BERT.☆17Jan 16, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.☆12Sep 8, 2023Updated 2 years ago
- A Python library for pruning and visualizing Keras Neural Networks' structure and weights☆10Dec 24, 2019Updated 6 years ago
- 量化交易网站,软工三大作业迭代三,团队项目☆11Mar 8, 2018Updated 8 years ago
- Layer-wise Relevance Propagation (LRP) for LSTMs.☆225Apr 24, 2020Updated 6 years ago
- 通过爬虫获取双色球数据,然后再通过LSTM算法对彩票进行预测☆29Sep 5, 2023Updated 2 years ago
- 基于sklearn模型的机器学习股票预测☆13Jan 8, 2025Updated last year
- A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).☆138Feb 19, 2021Updated 5 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 8 years ago
- This repository contains codes to explain One-Dimensional Convolutional Neural Networks (1D-CNN) using Layer-wise Relevance Propagation.☆13Aug 24, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The code snippets for the SW chapter of the "Interpretable AI" book.☆19Apr 10, 2019Updated 7 years ago
- vue.js打造的股票量化项目(千投量化第二版本)☆29Jan 18, 2018Updated 8 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
- 针对沪深300指数的历史交易数据,通过机器学习的方法,预测股票的价格(涨跌概率),并借此来形成相应的交易策略。☆28Apr 27, 2019Updated 7 years ago
- 微信小程序,收集感兴趣的股票信息集中呈现,个人决策用。☆11Dec 4, 2016Updated 9 years ago
- LRP for LSTM using Korean dataset(NSCM)☆19Dec 19, 2019Updated 6 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
- This course introduced me to three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Enc…☆11Sep 2, 2019Updated 6 years ago
- ☆20Jan 23, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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
- 预测A股所有股票涨跌☆137Oct 12, 2020Updated 5 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…☆65Feb 8, 2020Updated 6 years ago
- 雪球网评论数据爬取☆10Sep 27, 2019Updated 6 years ago
- Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…☆17Aug 7, 2022Updated 3 years ago
- 基于Spring boot 实现的股票基金爬虫工具☆31Oct 3, 2024Updated last year
- AQI-prediction using Nested LSTM and wavelet transform (WT) based on Keras.☆12Oct 16, 2021Updated 4 years ago
- 百度股票分布式爬虫☆11Jun 21, 2022Updated 3 years ago
- [ECCV24] Layer-Wise Relevance Propagation with Conservation Property for ResNet☆15Sep 20, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Tensorflow实例:利用LSTM预测股票☆30Nov 9, 2018Updated 7 years ago
- Official implementation of Enhanced Gaussian Process Dynamical Modeling for Battery Health Status Forecasting.☆17Jan 4, 2025Updated last year
- 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☆41Sep 24, 2018Updated 7 years ago
- 基于一个马尔可夫链的股票预测模型☆13Sep 29, 2020Updated 5 years ago
- 一款发现身边般配情侣、撮合般配陌生人的交友应用。django后台接口☆12Mar 1, 2016Updated 10 years ago
- 应用echarts实现股票数据可视化☆27Mar 20, 2017Updated 9 years ago
- 多因子选股(股票) ,基于Fama三因子构成的多因子策略☆83Jan 31, 2018Updated 8 years ago