TheQuantScientist / LiteFormer
[PENDING] The official repo for the paper: "A Lightweight Multi-Head Attention Transformer for Stock Price Forecasting".
☆19Updated 5 months ago
Alternatives and similar repositories for LiteFormer:
Users that are interested in LiteFormer are comparing it to the libraries listed below
- ☆40Updated 3 years ago
- Probabilistic Forecast of a Multivariate Time Series using the Temporal Fusion Transformer & PyTorch Lightning☆17Updated 2 years ago
- Temporal Convolutional Neural Net for stock selection, using a Genetic Algorithm for feature selection☆32Updated 4 years ago
- Seoultech AI Class Team Project☆11Updated 3 years ago
- ☆10Updated 3 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…☆48Updated 2 years ago
- Python notebook implementation of hyperparameter tuning of LSTM deep learning model using Genetic algorithm☆19Updated 3 years ago
- Paper-Reproduce: (ESWA) Forecasting the realized volatility of stock price index: A hybrid model integrating CEEMDAN and LSTM☆59Updated 10 months ago
- This repo deals with time series prediction using LSTMs. An encoder-decoder architecture was used for this purpose. A dual-stage attentio…☆24Updated 3 years ago
- ☆10Updated 3 years ago
- Forex Time-Series Prediction Using TCN☆44Updated 5 years ago
- The research provides effective management strategies for different asset portfolios in the financial sector by building models. The VMD-…☆20Updated 2 years ago
- NN models designed to analyze and predict stock market from any stock data given☆31Updated last year
- Closing price prediction for BTC and ETH using LSTM, CNN-LSTM, BiLSTM, CNN-BiLSTM, and GRU☆30Updated 2 years ago
- Transformer and MultiTransformer layers for stock volatility forecasting purposes☆65Updated 3 years ago
- Application of deep learning model (Temporal Fusion Transformer) to forecast time-series data☆33Updated 4 years ago
- A Tensorflow 2 (Keras) implementation of DA-RNN (A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction, arXiv:…☆31Updated 10 months ago
- VMD-MFRFNN☆52Updated last year
- ☆91Updated last year
- A Comparison of LSTMs and Attention Mechanisms for Forecasting Financial Time Series☆72Updated 6 years ago
- TensorFlow implementation of TCAN model for multivariate time series forecasting with sparse attention mechanisms.☆25Updated 10 months ago
- Predicting future temperature using univariate and multivariate features using techniques like Moving window average and LSTM(single and …☆58Updated 8 months ago
- An attempt to implement the idea behind this paper: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0212320☆20Updated 3 years ago
- An Ensemble DL Model Tuned with Genetic Algorithm for Oil Production Forecasting.☆61Updated last year
- CEEMDAN-VMD-LSTM Forecasting model (a light version of CEEMDAN_LSTM)☆88Updated 2 years ago
- ☆75Updated this week
- Building energy consumption prediction using hybrid RF-LSTM based CEEMDAN method☆31Updated 2 years ago
- probabilistic forecasting with Temporal Fusion Transformer☆40Updated 3 years ago
- stock forecasting with sentiment variables(with lstm as generator and mlp as discriminator)☆34Updated 5 years ago
- ☆89Updated 2 months ago