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forex-prediction

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Implements classes for feature engineering including one for Singular Spectrum Analysis (SSA) decomposition, SSA prediction or an heuristic function of an input dataset that may be used as training signal.

  • Updated Sep 17, 2024
  • Python

This project is dedicated to forecasting 1-hour EURUSD exchange rates through the strategic amalgamation of advanced deep learning techniques. The incorporation of key technical indicators—RSI, MA, EMA, and VWAP—enhances the model's grasp of market dynamics

  • Updated Sep 12, 2024
  • Jupyter Notebook

This repository provides a comprehensive exploration of Support Vector Machine (SVM) techniques applied to time series data, with a focus on financial FOREX price forecasting. It includes detailed code and examples, such as the 'Support Vector Machine Model.ipynb' notebook, which demonstrates preprocessing, model development and evaluation.

  • Updated Aug 20, 2024
  • Jupyter Notebook

Trading Pal is a innovative ai trading assistant developed by ProfitWave Trading Co. using advanced natural language processing technology, specifically GPT-3 and GPT-4 by OpenAI. It is designed for automated trading in the Forex, crypto, stock market, metals, and more.

  • Updated Jan 11, 2024
  • Python

A Forex trading bot with a market emulator, a strategy tester with a plotter (Finplot), a set of indicators (NumPy & Numba), a genetic algorithm (multiprocessing enabled), and integration with MT5 (Windows only)

  • Updated Oct 6, 2023
  • Python

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