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☆755Mar 26, 2020Updated 6 years ago
- Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction☆442Apr 9, 2022Updated 4 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
- Stock Price Prediction using CNN-LSTM☆92Jan 20, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- CNN+LSTM+Attention实现时间序列预测☆64May 29, 2024Updated 2 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
- 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。☆207Jun 6, 2022Updated 4 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
- 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 6 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)☆334Apr 2, 2023Updated 3 years ago
- stock predict with MLP,CNN,RNN,LSTM,Transformer and Transformer-LSTM☆321Mar 7, 2022Updated 4 years ago
- 采用RNN、LSTM、BP模型对股票数据进行预测☆15Aug 31, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- pytorch实现用LSTM做股票价格预测☆315Jun 17, 2020Updated 6 years ago
- Predicting Weather using CNN-LSTM☆68Apr 9, 2020Updated 6 years ago
- ☆37Sep 4, 2023Updated 3 years ago
- 基于LSTM的时间序列预测 研究☆3,707Dec 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
- Time series prediction using deep learning☆11Sep 16, 2021Updated 5 years ago
- ☆29Sep 7, 2022Updated 4 years ago
- CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.☆308Mar 3, 2025Updated last year
- NN models designed to analyze and predict stock market from any stock data given☆37May 14, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Comparative Analysis of Conv1D-LSTM with CNN , LSTM for Stock Price Prediction☆63Sep 3, 2018Updated 8 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☆431Mar 30, 2023Updated 3 years ago
- This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGB…☆151Oct 6, 2020Updated 6 years ago
- ☆17Jan 20, 2022Updated 4 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…☆26Oct 15, 2026Updated 3 weeks 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。☆200Apr 29, 2020Updated 6 years ago
- Attention-based CNN-BiLSTM for SOH prediction of lithium-ion batteries☆170Jul 12, 2023Updated 3 years ago
- 这是一个利用岭回归分析股票K线简单Python设计☆10Dec 30, 2018Updated 7 years ago
- 深度学习-贵州茅台股票预测 PCA、FA、RNN、LSTM、GRU☆30Aug 25, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM☆45Feb 10, 2023Updated 3 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☆451Sep 26, 2021Updated 5 years ago
- Basic RNN, LSTM, GRU, and Attention for time-series prediction☆188Oct 18, 2024Updated 2 years ago
- 多元多步时间序列的LSTM模型预测——基于Keras☆89Dec 5, 2021Updated 4 years ago
- Time Series Forecasting of Bitcoin Prices using LSTM and RNN with Particle Swarm Optimization and Grey Wolf Optimizer☆21Sep 1, 2023Updated 3 years ago
- used for Stock Prodiction&power prediction&Traffic prediction by ARIMA,xgboost,RNN,LSTM,TCN☆117Feb 7, 2020Updated 6 years ago
- Hyperparameter Tuning in LSTM using Genetic Algorithm, Bayesian Optimization, Random Search, Grid Search.☆42May 23, 2021Updated 5 years ago