yhaofeng / finance_transformerLinks
通过修改transformer使其可以预测金融时间序列
☆35Updated 4 years ago
Alternatives and similar repositories for finance_transformer
Users that are interested in finance_transformer are comparing it to the libraries listed below
Sorting:
- 使用改良的Transformer模型应用于多维时间序列的分类任务上☆89Updated 4 years ago
- transformer/self-attention for Multidimensional time series forecasting 使用transformer架构实现多维时间预测☆234Updated last year
- 多元多步时间序列的LSTM模型预测——基于Keras☆82Updated 3 years ago
- 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
- ☆69Updated 2 years ago
- Deep learning PyTorch library for time series forecasting☆127Updated last year
- 使用ARIMA,Transformer,LSTM 对心跳时间序列数据进行预测☆18Updated last year
- 使用LSTM、GRU、BPNN进行时间序列预测。Using LSTM\GRU\BPNN for time series forecasting. (Pytorch Edition)☆58Updated 4 years ago
- time series analysis models source code☆244Updated 3 years ago
- 基于pytorch搭建多特征LSTM时间序列预测☆171Updated 2 years ago
- Codes for time series forecast☆146Updated 4 years ago
- ☆254Updated last year
- TensorFlow Probability;Time series model☆127Updated 3 years ago
- ☆56Updated 4 years ago
- 客流量时间序列预测模型☆126Updated 3 years ago
- CNN+LSTM+Attention predict stock☆57Updated 3 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。☆191Updated 5 years ago
- used for Stock Prodiction&power prediction&Traffic prediction by ARIMA,xgboost,RNN,LSTM,TCN☆112Updated 5 years ago
- (pytorch)time_series_data-prediction-with-gru-and-lstm☆47Updated 3 years ago
- CNN-BiGRU-Attention模型☆93Updated 3 years ago
- 基于统计学的时间序列预测(AR,ARM).☆280Updated 4 years ago
- 金融时间序列(预测分析 / 相似度 / 数据处理)☆243Updated last year
- 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
- 双塔模型,打比赛用。解决多维时间序列的分类预测任务☆33Updated 2 years ago
- Time series forecasting especially in LSTF compare,include Informer, Autoformer, Reformer, Pyraformer, FEDformer, Transformer, MTGNN, LST…☆117Updated 2 years ago
- ☆42Updated 4 years ago
- 使用支持向量机、弹性网络、随机森林、LSTM、SARIMA等多种算法进行时间序列的回归预测,除此以外还采取了多种组合方法对以上算法输出的结果进行组合预测。Support vector machine, elastic network, random forest, LSTM…☆46Updated 5 years ago
- CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras☆701Updated 5 years ago
- my blog https://blog.csdn.net/qq_35649669/article/details/105586099☆47Updated 5 years ago
- 基于KNN聚类算法结合Dynamic Time Warping(动态时间调整)的时间序列分类☆62Updated 6 years ago