tanishq-ctrl/BIG4-UAE-BANKS-Stock-Price-Prediction
This repository combines rigorous data preprocessing, advanced feature engineering, and Random Forest-based modeling to predict stock prices with precision for UAE banks
This project helps investors, traders, and financial analysts in the UAE understand and forecast the stock prices of four major banks: Emirates NBD (ENBD), Dubai Islamic Bank (DIB), First Abu Dhabi Bank (FAB), and Abu Dhabi Commercial Bank (ADCB). It takes historical stock data and macroeconomic indicators (like oil prices and GDP) as input, then provides daily and monthly stock price predictions. The output includes insights into market trends and predicted future stock values for informed decision-making.
No commits in the last 6 months.
Use this if you are an investor or financial analyst focused on the UAE banking sector and need a robust way to predict stock prices and understand market dynamics based on historical data and macroeconomic factors.
Not ideal if you are looking for real-time trading signals or a tool to predict stock prices for banks outside the specified UAE institutions.
Stars
8
Forks
—
Language
Jupyter Notebook
License
Apache-2.0
Category
Last pushed
Jan 14, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/tanishq-ctrl/BIG4-UAE-BANKS-Stock-Price-Prediction"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
TimRivoli/Stock-Price-Trade-Analyzer
This is a Python 3 project for analyzing stock prices and methods of stock trading. It uses...
rafa-rod/pytrendseries
Detect trend in time series, drawdown, drawdown within a constant look-back window , maximum...
LeonardoBerti00/TLOB
This is the official repository for the paper TLOB: A Novel Transformer Model with Dual...
JordiCorbilla/stock-prediction-deep-neural-learning
Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for...
jcamiloangarita/stocker
Stock Price Prediction