Popular repositories

1. Lightweight-Transformer Lightweight-Transformer Public

   A lightweight but efficient Transformer model for accurate univariate stock price forecasting, designed for real-time trading applications. This project transforms the vanilla Transformer architect…

   Jupyter Notebook 11 1

2. PSR-NODE PSR-NODE Public

   This study introduces the innovative Neural Ordinary Differential Equations (NODE) model tailored for stock price forecasting, utilizing continuous data interpretation for handling irregular time s…

   Jupyter Notebook 4

3. CNN-BiLSTM-GRU CNN-BiLSTM-GRU Public

   This repository contains stock datasets of Target (TGT), Amazon (AMZN), and Walmart (WMT). It also includes the source code of our Hybrid Deep Learning model (CNN-BiLSTM-GRU) with the implementatio…

   Jupyter Notebook 1

4. CNN-BiLSTM CNN-BiLSTM Public

   This repository contains stock datasets of Microsoft (MSFT), NVIDIA (NVDA), and Apple (AAPL). It also includes the source code of our Hybrid Deep Learning model (CNN-BiLSTM) with the implementation…

   Jupyter Notebook 1

5. FeatureEngineering-BiLSTM FeatureEngineering-BiLSTM Public

   This repository contains stock datasets of Apple (AAPL), Amazon (AMZN), and Microsoft (MSFT). Data is segmented into "Raw" datasets (with basic OHLCV features) and "Enhanced" datasets (with additio…

   Jupyter Notebook 1

6. LSTM LSTM Public

   This repository contains stock datasets of International Business Machine (IBM), CISCO (CSCO), and Intel (INTC). It also includes the source code of our Deep Learning model.

   Jupyter Notebook 1