使用卷积神经网络-长短期记忆网络(bi-LSTM)-注意力机制对股票收盘价进行回归预测。The convolution neural network, short-term memory network and attention mechanism are used to predict the closing price.
☆316Jan 26, 2024Updated 2 years ago
Alternatives and similar repositories for CNN-LSTM-Attention
Users that are interested in CNN-LSTM-Attention are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras☆755Mar 26, 2020Updated 6 years ago
- CNN+LSTM+Attention predict stock☆69Apr 25, 2022Updated 4 years ago
- Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction☆432Apr 9, 2022Updated 4 years ago
- Python implementation of the paper "A CNN–LSTM model for gold price time-series forecasting". Published in Neural Computing and Applicati…☆19Jun 25, 2021Updated 4 years ago
- Predicted a stock price close of a day based on the last 7 day’s time series data using Neural Network, LSTM and CNN. Found the best numb…☆11Feb 1, 2020Updated 6 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.
- Use BPNN and LSTM to forecast stock price. 使用BP神经网络和LSTM预测股票价格,注释拉满。☆208Jun 6, 2022Updated 3 years ago
- 用深度学习对含噪时间序列数据进行预测☆29Mar 8, 2025Updated last year
- Stock Price Prediction using CNN-LSTM☆92Jan 20, 2020Updated 6 years ago
- CNN+LSTM+Attention实现时间序列预测☆64May 29, 2024Updated last year
- This repo holds the implementation the paper 'Forecasting gold price using a novel hybrid model with ICEEMDAN and LSTM-CNN-CBAM', by Yanh…☆55Jul 12, 2022Updated 3 years ago
- A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)☆333Apr 2, 2023Updated 3 years ago
- pytorch实现用LSTM做股票价格预测☆313Jun 17, 2020Updated 5 years ago
- ☆27Oct 14, 2021Updated 4 years ago
- Predicting the closing stock price given last N days' data that also includes the output feature for CNN & LSTM, while predicting it for …☆10Aug 10, 2019Updated 6 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.
- Closing price prediction for BTC and ETH using LSTM, CNN-LSTM, BiLSTM, CNN-BiLSTM, and GRU☆35May 31, 2022Updated 3 years ago
- Predicting Weather using CNN-LSTM☆69Apr 9, 2020Updated 6 years ago
- 基于LSTM的时间序列预测研究☆3,644Dec 14, 2022Updated 3 years ago
- 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…☆52May 30, 2020Updated 5 years ago
- ☆17Jan 20, 2022Updated 4 years ago
- ☆38Sep 4, 2023Updated 2 years ago
- 采用RNN、LSTM、BP模型对股票数据进行预测☆15Aug 31, 2021Updated 4 years ago
- CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.☆297Mar 3, 2025Updated last year
- stock predict by cnn and lstm☆38May 19, 2018Updated 7 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.
- (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☆415Mar 30, 2023Updated 3 years ago
- A Comparison of LSTMs and Attention Mechanisms for Forecasting Financial Time Series☆74Dec 19, 2018Updated 7 years ago
- Comparative Analysis of Conv1D-LSTM with CNN , LSTM for Stock Price Prediction☆63Sep 3, 2018Updated 7 years ago
- 基于PyTorch框架,使用LSTM网络对股票价格进行预测☆24Oct 22, 2021Updated 4 years ago
- 多元多步时间序列的LSTM模型预测——基于Keras☆90Dec 5, 2021Updated 4 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☆441Sep 26, 2021Updated 4 years ago
- Attention-based CNN-BiLSTM for SOH prediction of lithium-ion batteries☆161Jul 12, 2023Updated 2 years ago
- Gold Price Prediction using CNN-LSTM and CNN-GRU model: We have built univariate and multivariate CNN-LSTM, CNN-GRU and many variants of …☆16Dec 16, 2021Updated 4 years ago
- It is a pytorch implementation of CNN+LSTM model proposed by Kuang et al. for time series forecasting.☆37Apr 19, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CNN-LSTM-attention☆10Jan 6, 2021Updated 5 years ago
- NN models designed to analyze and predict stock market from any stock data given☆37May 14, 2023Updated 2 years ago
- used for Stock Prodiction&power prediction&Traffic prediction by ARIMA,xgboost,RNN,LSTM,TCN☆114Feb 7, 2020Updated 6 years ago
- 基于Django的股票预测系统 项目描述 : . 账户信息管理模块 :基于Django框架的User模型 ,实现了用户注册、登录、登出等。 . 数据获取与预处理模块、股票价格预测模块 :从Tushare网站获取训练数据并进行一系列 数据处理 ,使用随机森林算法和LSTM算法…☆23May 11, 2025Updated 11 months ago
- Regression prediction of time series data using LSTM, SVM and random forest. 使用LSTM、SVM、随机森林对时间序列数据进行回归预测,注释拉满。☆201Apr 29, 2020Updated 6 years ago
- Comparative study of ANN, CNN, LSTM, and ARIMA for time-series forecasting☆25Dec 15, 2020Updated 5 years ago
- Basic RNN, LSTM, GRU, and Attention for time-series prediction☆186Oct 18, 2024Updated last year