Alternatives and similar repositories for stock_prediction-based-on-lstm-and-transformer

Users that are interested in stock_prediction-based-on-lstm-and-transformer are comparing it to the libraries listed below

• netblind / stockPredict
  pytorch实现用LSTM做股票价格预测
  ☆274Updated 5 years ago
• cxdsz / stock-price-prediction-algorithms
  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…
  ☆53Updated 5 years ago
• zshicode / Attention-CLX-stock-prediction
  Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction
  ☆381Updated 3 years ago
• TankZhouFirst / Pytorch-LSTM-Stock-Price-Predict
  LSTM 实现的股票最高价预测
  ☆142Updated 2 years ago
• jm199504 / Financial-Time-Series
  金融时间序列（预测分析 / 相似度 / 数据处理）
  ☆243Updated last year
• MaybeWilliam / stock-price-prediction-BPNN-LSTM
  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。
  ☆198Updated 3 years ago
• KittenCN / stock_prediction
  基于神经网络的通用股票预测模型 A general stock prediction model based on neural networks
  ☆274Updated last week
• gangweix / Stoch-predict-with-Tranformer-LSTM
  stock predict with MLP,CNN,RNN,LSTM,Transformer and Transformer-LSTM
  ☆269Updated 3 years ago
• sksujan58 / Multivariate-time-series-forecasting-using-LSTM
  ☆254Updated last year
• cloud0912 / Hybrid-architecture-for-multiple-time-series-forecasting
  用深度学习对含噪时间序列数据进行预测
  ☆28Updated 4 months ago
• longfly04 / A-Stock-Prediction-System-with-Deep-Learning
  Try to predict stock price with LSTM、GAN and DRL, exploring the features of news and technical indicators，which help improving perfomance…
  ☆100Updated 5 years ago
• lwb-xmu / Multivariate-multi-step-time-series-forecasting-via-LSTM
  多元多步时间序列的LSTM模型预测——基于Keras
  ☆82Updated 3 years ago
• hellobilllee / lstm_stock_price_prediction
  LSTM神经网络预测沪深300指数及其涨跌
  ☆41Updated 5 years ago
• Yangami / LSTM-for-price-prediction
  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…
  ☆62Updated 5 years ago
• wqk666999 / CNN-LSTM-Attention
  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…
  ☆288Updated last year
• ffRunKey / lightgbm_BiLSTM
  A Study on Stock Price Prediction and Quantitative Strategy - Based on Deep Learning 『深層学習に基づく株価予測とクオンツ戦略に関する研究』基于深度学习的股票价格预测和量化策略研究
  ☆31Updated 3 years ago
• RuifMaxx / Multidimensional-time-series-with-transformer
  transformer/self-attention for Multidimensional time series forecasting 使用transformer架构实现多维时间预测
  ☆234Updated last year
• stxupengyu / LSTM-regression-and-classification
  使用LSTM对股票价格进行回归预测，对股价涨跌进行分类预测。We use LSTM to forecast the stock price and classify the rise and fall of the stock price.
  ☆18Updated 5 years ago
• gsyyysg / StockFormer
  PyTorch implementation for Paper "StockFormer: Learning Hybrid Trading Machines with Predictive Coding".
  ☆313Updated last year
• yhaofeng / finance_transformer
  通过修改transformer使其可以预测金融时间序列
  ☆35Updated 4 years ago
• ArcherCYM / CEEMDAN-LSTM
  Paper-Reproduce: (ESWA) Forecasting the realized volatility of stock price index: A hybrid model integrating CEEMDAN and LSTM
  ☆67Updated last year
• hungchun-lin / Stock-price-prediction-using-GAN
  In this project, we will compare two algorithms for stock prediction. First, we will utilize the Long Short Term Memory(LSTM) network to …
  ☆257Updated 4 years ago
• TWK2022 / TimeSeriesForecasting
  基于pytorch实现的时间序列预测训练框架，各个部分模块化，方便修改模型。包含时间序列预测模型、训练、验证、测试、可视化、onnx导出、onnx推理。
  ☆48Updated last month
• slydg / GRU_to_predict_timeseries
  使用pytorch搭建的循环神经网络在股票数据时间序列上的应用
  ☆106Updated 7 years ago
• ChiYaoLa / TimeSeriesPredict
  used for Stock Prodiction&power prediction&Traffic prediction by ARIMA,xgboost,RNN,LSTM,TCN
  ☆112Updated 5 years ago
• yangwohenmai / TimeSeriesForecasting
  基于统计学的时间序列预测(AR,ARM).
  ☆280Updated 4 years ago
• zhengguowei / stock_prediction
  基于LSTM的股票价格预测
  ☆66Updated 6 years ago
• SJTU-DMTai / StockMixer
  Official code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".
  ☆305Updated last year
• GERMINO-LiuHe / A-stock-prediction-algorithm-based-on-machine-learning
  （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
  ☆68Updated 5 years ago
• a-bean-sprout / XGBoost_StockPricePredict
  Attempt to use XGBoost in stock price prediction
  ☆89Updated 5 years ago