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.
☆314Jan 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☆752Mar 26, 2020Updated 6 years ago
- CNN+LSTM+Attention predict stock☆69Apr 25, 2022Updated 3 years ago
- Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction☆428Apr 9, 2022Updated 3 years ago
- CNN with attention and CNN_LSTM_attention(pytorch)☆18Dec 3, 2019Updated 6 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
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- 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 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
- 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 2 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
- 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
- Time series prediction using deep learning☆11Sep 16, 2021Updated 4 years ago
- Predicting Weather using CNN-LSTM☆69Apr 9, 2020Updated 5 years ago
- 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.
- 基于LSTM的时间序列预测研究☆3,615Dec 14, 2022Updated 3 years ago
- 用TCN 进行股票预测☆10Oct 11, 2022Updated 3 years ago
- ☆39Sep 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
- stock predict by cnn and lstm☆39May 19, 2018Updated 7 years ago
- CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.☆293Mar 3, 2025Updated last year
- （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等☆70Mar 15, 2020Updated 6 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
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 多元多步时间序列的LSTM模型预测——基于Keras☆90Dec 5, 2021Updated 4 years ago
- Attention-based CNN-BiLSTM for SOH prediction of lithium-ion batteries☆153Jul 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 …☆15Dec 16, 2021Updated 4 years ago
- CNN-LSTM-attention☆10Jan 6, 2021Updated 5 years ago
- used for Stock Prodiction&power prediction&Traffic prediction by ARIMA,xgboost,RNN,LSTM,TCN☆113Feb 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…☆22May 11, 2025Updated 10 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 5 years ago
- Comparative study of ANN, CNN, LSTM, and ARIMA for time-series forecasting☆25Dec 15, 2020Updated 5 years ago
- Regression with SVR, CNN and CNN-LSTM☆14Jul 28, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Basic RNN, LSTM, GRU, and Attention for time-series prediction☆185Oct 18, 2024Updated last year
- Time Series Forecasting of Bitcoin Prices using LSTM and RNN with Particle Swarm Optimization and Grey Wolf Optimizer☆20Sep 1, 2023Updated 2 years ago
- Air Quality Predictions with a Semi-Supervised Bidirectional LSTM Neural Network☆26Sep 28, 2021Updated 4 years ago
- Predict remaining useful life of a machine from it's historical data using CNN and LSTM☆34May 6, 2019Updated 6 years ago
- 金融时间序列（预测分析 / 相似度 / 数据处理）☆274Jul 10, 2024Updated last year
- This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGB…☆152Oct 6, 2020Updated 5 years ago
- Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM☆42Feb 10, 2023Updated 3 years ago