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.
☆318Jan 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☆759Mar 26, 2020Updated 6 years ago
- CNN+LSTM+Attention predict stock☆70Apr 25, 2022Updated 4 years ago
- CNN with attention and CNN_LSTM_attention(pytorch)☆18Dec 3, 2019Updated 6 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 5 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
- 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.
- 用深度学习对含噪时间序列数据进行预测☆29Mar 8, 2025Updated last year
- 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。☆209Jun 6, 2022Updated 4 years ago
- This repo holds the implementation the paper 'Forecasting gold price using a novel hybrid model with ICEEMDAN and LSTM-CNN-CBAM', by Yanh…☆56Jul 12, 2022Updated 4 years ago
- A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)☆333Apr 2, 2023Updated 3 years ago
- ☆29Sep 7, 2022Updated 3 years ago
- pytorch实现用LSTM做股票价格预测☆313Jun 17, 2020Updated 6 years ago
- Time series prediction using deep learning☆11Sep 16, 2021Updated 4 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 7 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 采用RNN、LSTM、BP模型对股票数 据进行预测☆15Aug 31, 2021Updated 4 years ago
- Closing price prediction for BTC and ETH using LSTM, CNN-LSTM, BiLSTM, CNN-BiLSTM, and GRU☆35May 31, 2022Updated 4 years ago
- Predicting Weather using CNN-LSTM☆68Apr 9, 2020Updated 6 years ago
- 使用LSTM预测回归问题，使用注意力机制自动提取特征的重要程度。Using LSTM to predict regression problems, Attention mechanism is used to automatically extract the impor…☆18Aug 30, 2020Updated 5 years ago
- 基于LSTM的时间序列预测研究☆3,673Dec 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…☆51May 30, 2020Updated 6 years ago
- ☆17Jan 20, 2022Updated 4 years ago
- ☆37Sep 4, 2023Updated 2 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…☆26May 11, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Comparative Analysis of Conv1D-LSTM with CNN , LSTM for Stock Price Prediction☆63Sep 3, 2018Updated 7 years ago
- stock predict by cnn and lstm☆38May 19, 2018Updated 8 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
- （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☆422Mar 30, 2023Updated 3 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☆446Sep 26, 2021Updated 4 years ago
- Attention-based CNN-BiLSTM for SOH prediction of lithium-ion batteries☆165Jul 12, 2023Updated 3 years ago
- 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 3 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.
- Time Series Forecasting of Bitcoin Prices using LSTM and RNN with Particle Swarm Optimization and Grey Wolf Optimizer☆21Sep 1, 2023Updated 2 years 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
- used for Stock Prodiction&power prediction&Traffic prediction by ARIMA,xgboost,RNN,LSTM,TCN☆117Feb 7, 2020Updated 6 years ago
- Regression with SVR, CNN and CNN-LSTM☆14Jul 28, 2020Updated 6 years ago
- Basic RNN, LSTM, GRU, and Attention for time-series prediction☆188Oct 18, 2024Updated last year
- 基于LSTM的预测模型，支持多维数据的预测☆17Mar 20, 2019Updated 7 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 7 years ago