{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# LSTM Trading Bot - Model Training with Optuna Optimization\n",
        "\n",
        "This notebook demonstrates how to:\n",
        "1. Prepare training data with proper feature engineering\n",
        "2. Train LSTM models with different architectures\n",
        "3. Use Optuna for hyperparameter optimization\n",
        "4. Evaluate model performance and select best models\n",
        "\n",
        "## Setup\n"
      ]
    }
  ],
  "metadata": {
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 2
}