From 48d067ba5f0d35dec92d4d59f51ab95b1189d69a Mon Sep 17 00:00:00 2001 From: "ap550083@gmail.com" Date: Mon, 5 Aug 2024 11:58:00 +0530 Subject: [PATCH] Quantitative Finance Strategy Development added --- ...itative_Finance_Strategy_Development.ipynb | 436 +++++ .../quantitative_finance_data.csv | 1429 +++++++++++++++++ .../readme.md | 52 + 3 files changed, 1917 insertions(+) create mode 100644 Quantitative Finance Strategy Development/Quantitative_Finance_Strategy_Development.ipynb create mode 100644 Quantitative Finance Strategy Development/quantitative_finance_data.csv create mode 100644 Quantitative Finance Strategy Development/readme.md diff --git a/Quantitative Finance Strategy Development/Quantitative_Finance_Strategy_Development.ipynb b/Quantitative Finance Strategy Development/Quantitative_Finance_Strategy_Development.ipynb new file mode 100644 index 0000000000..23a67d89ee --- /dev/null +++ b/Quantitative Finance Strategy Development/Quantitative_Finance_Strategy_Development.ipynb @@ -0,0 +1,436 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "language_info": { + "name": "python" + } + }, + "cells": [ + { + "cell_type": "code", + "source": [ + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "# Load dataset\n", + "data_qf = pd.read_csv('quantitative_finance_data.csv', parse_dates=['Date'])\n", + "\n", + "# Data Preprocessing\n", + "data_qf.set_index('Date', inplace=True)\n", + "data_qf.fillna(method='ffill', inplace=True)" + ], + "metadata": { + "id": "b7yBBuhBOVwS" + }, + "execution_count": 7, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# EDA\n", + "plt.figure(figsize=(14, 7))\n", + "plt.plot(data_qf['Price'], label='Price')\n", + "plt.plot(data_qf['MA'], label='Moving Average')\n", + "plt.title('Stock Price and Moving Average')\n", + "plt.legend()\n", + "plt.show()\n" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 359 + }, + "id": "kG6pCf97PBdq", + "outputId": "ddeb9638-ad20-441d-9e54-a1334e4c98fc" + }, + "execution_count": 8, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [ + "plt.figure(figsize=(14, 7))\n", + "plt.plot(data_qf['RSI'], label='RSI')\n", + "plt.axhline(30, linestyle='--', color='r')\n", + "plt.axhline(70, linestyle='--', color='r')\n", + "plt.title('Relative Strength Index (RSI)')\n", + "plt.legend()\n", + "plt.show()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 362 + }, + "id": "7HZO95tRPDhy", + "outputId": "27dc5671-4e33-40b6-cd09-4dfc1962e1a1" + }, + "execution_count": 9, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [ + "plt.figure(figsize=(14, 7))\n", + "plt.plot(data_qf['MACD_12_26_9'], label='MACD')\n", + "plt.plot(data_qf['MACDs_12_26_9'], label='MACD Signal')\n", + "plt.bar(data_qf.index, data_qf['MACDh_12_26_9'], label='MACD Hist')\n", + "plt.title('MACD')\n", + "plt.legend()\n", + "plt.show()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 358 + }, + "id": "RkZEsofoPFao", + "outputId": "6bf66a1c-7a28-4566-f4ad-71cf7681a594" + }, + "execution_count": 10, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [ + "from sklearn.preprocessing import MinMaxScaler\n", + "import numpy as np\n", + "\n", + "# Assuming 'data_qf' is already defined and loaded with the necessary data\n", + "\n", + "# Scale data\n", + "scaler = MinMaxScaler()\n", + "data_scaled = scaler.fit_transform(data_qf)\n" + ], + "metadata": { + "id": "IXrMYI9qPO0R" + }, + "execution_count": 11, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "from sklearn.preprocessing import MinMaxScaler\n", + "from sklearn.model_selection import train_test_split\n", + "from tensorflow.keras.models import Sequential\n", + "from tensorflow.keras.layers import Dense, LSTM, GRU\n", + "from tensorflow.keras.optimizers import Adam\n", + "\n", + "# Scale data\n", + "scaler = MinMaxScaler()\n", + "data_scaled = scaler.fit_transform(data_qf)\n", + "\n", + "# Prepare data for time series forecasting\n", + "X = []\n", + "y = []\n", + "time_steps = 30 # Number of time steps to look back\n", + "\n", + "for i in range(time_steps, len(data_scaled)):\n", + " X.append(data_scaled[i-time_steps:i])\n", + " y.append(data_scaled[i, 0]) # Predicting the stock price\n", + "\n", + "X, y = np.array(X), np.array(y)\n", + "\n", + "# Split data into training and test sets\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "\n", + "# Define and train models\n", + "\n", + "# LSTM\n", + "model_lstm = Sequential([\n", + " LSTM(50, return_sequences=True, input_shape=(time_steps, X_train.shape[2])),\n", + " LSTM(50),\n", + " Dense(1)\n", + "])\n", + "model_lstm.compile(optimizer=Adam(learning_rate=0.001), loss='mse', metrics=['mae'])\n", + "model_lstm.fit(X_train, y_train, epochs=50, batch_size=32, validation_split=0.2)\n", + "\n", + "# GRU\n", + "model_gru = Sequential([\n", + " GRU(50, return_sequences=True, input_shape=(time_steps, X_train.shape[2])),\n", + " GRU(50),\n", + " Dense(1)\n", + "])\n", + "model_gru.compile(optimizer=Adam(learning_rate=0.001), loss='mse', metrics=['mae'])\n", + "model_gru.fit(X_train, y_train, epochs=50, batch_size=32, validation_split=0.2)\n", + "\n", + "# Evaluate models\n", + "mse_lstm, mae_lstm = model_lstm.evaluate(X_test, y_test)\n", + "mse_gru, mae_gru = model_gru.evaluate(X_test, y_test)\n", + "\n", + "print(f'LSTM - MSE: {mse_lstm}, MAE: {mae_lstm}')\n", + "print(f'GRU - MSE: {mse_gru}, MAE: {mae_gru}')\n", + "\n", + "# Predict\n", + "y_pred_lstm = model_lstm.predict(X_test)\n", + "y_pred_gru = model_gru.predict(X_test)\n", + "\n" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "4lTdDRVZPQpj", + "outputId": "cd79db6f-c163-4fa2-98aa-418906dc4d9c" + }, + "execution_count": 14, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Epoch 1/50\n", + "28/28 [==============================] - 6s 61ms/step - loss: 0.1228 - mae: 0.2910 - val_loss: 0.0934 - val_mae: 0.2670\n", + "Epoch 2/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0868 - mae: 0.2548 - val_loss: 0.0923 - val_mae: 0.2668\n", + "Epoch 3/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0872 - mae: 0.2550 - val_loss: 0.0935 - val_mae: 0.2714\n", + "Epoch 4/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0860 - mae: 0.2539 - val_loss: 0.0927 - val_mae: 0.2655\n", + "Epoch 5/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0872 - mae: 0.2529 - val_loss: 0.0942 - val_mae: 0.2654\n", + "Epoch 6/50\n", + "28/28 [==============================] - 1s 40ms/step - loss: 0.0864 - mae: 0.2549 - val_loss: 0.0904 - val_mae: 0.2663\n", + "Epoch 7/50\n", + "28/28 [==============================] - 1s 48ms/step - loss: 0.0865 - mae: 0.2548 - val_loss: 0.0918 - val_mae: 0.2692\n", + "Epoch 8/50\n", + "28/28 [==============================] - 1s 51ms/step - loss: 0.0857 - mae: 0.2527 - val_loss: 0.0947 - val_mae: 0.2729\n", + "Epoch 9/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0870 - mae: 0.2540 - val_loss: 0.0914 - val_mae: 0.2689\n", + "Epoch 10/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0855 - mae: 0.2527 - val_loss: 0.0903 - val_mae: 0.2667\n", + "Epoch 11/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0854 - mae: 0.2534 - val_loss: 0.0927 - val_mae: 0.2703\n", + "Epoch 12/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0854 - mae: 0.2528 - val_loss: 0.0909 - val_mae: 0.2679\n", + "Epoch 13/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0856 - mae: 0.2534 - val_loss: 0.0901 - val_mae: 0.2645\n", + "Epoch 14/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0863 - mae: 0.2531 - val_loss: 0.0907 - val_mae: 0.2674\n", + "Epoch 15/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0857 - mae: 0.2535 - val_loss: 0.0917 - val_mae: 0.2690\n", + "Epoch 16/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0856 - mae: 0.2537 - val_loss: 0.0904 - val_mae: 0.2667\n", + "Epoch 17/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0853 - mae: 0.2522 - val_loss: 0.0905 - val_mae: 0.2669\n", + "Epoch 18/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0855 - mae: 0.2531 - val_loss: 0.0922 - val_mae: 0.2695\n", + "Epoch 19/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0854 - mae: 0.2532 - val_loss: 0.0903 - val_mae: 0.2664\n", + "Epoch 20/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0856 - mae: 0.2537 - val_loss: 0.0900 - val_mae: 0.2646\n", + "Epoch 21/50\n", + "28/28 [==============================] - 1s 42ms/step - loss: 0.0855 - mae: 0.2530 - val_loss: 0.0947 - val_mae: 0.2725\n", + "Epoch 22/50\n", + "28/28 [==============================] - 1s 46ms/step - loss: 0.0858 - mae: 0.2537 - val_loss: 0.0901 - val_mae: 0.2644\n", + "Epoch 23/50\n", + "28/28 [==============================] - 1s 48ms/step - loss: 0.0849 - mae: 0.2523 - val_loss: 0.0947 - val_mae: 0.2726\n", + "Epoch 24/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0852 - mae: 0.2519 - val_loss: 0.0901 - val_mae: 0.2653\n", + "Epoch 25/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0851 - mae: 0.2524 - val_loss: 0.0921 - val_mae: 0.2693\n", + "Epoch 26/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0851 - mae: 0.2516 - val_loss: 0.0937 - val_mae: 0.2712\n", + "Epoch 27/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0868 - mae: 0.2548 - val_loss: 0.0908 - val_mae: 0.2645\n", + "Epoch 28/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0869 - mae: 0.2549 - val_loss: 0.0900 - val_mae: 0.2655\n", + "Epoch 29/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0858 - mae: 0.2542 - val_loss: 0.0917 - val_mae: 0.2688\n", + "Epoch 30/50\n", + "28/28 [==============================] - 1s 32ms/step - loss: 0.0848 - mae: 0.2517 - val_loss: 0.0923 - val_mae: 0.2696\n", + "Epoch 31/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0861 - mae: 0.2538 - val_loss: 0.0934 - val_mae: 0.2710\n", + "Epoch 32/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0865 - mae: 0.2533 - val_loss: 0.0899 - val_mae: 0.2643\n", + "Epoch 33/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0853 - mae: 0.2519 - val_loss: 0.0904 - val_mae: 0.2660\n", + "Epoch 34/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0851 - mae: 0.2527 - val_loss: 0.0899 - val_mae: 0.2652\n", + "Epoch 35/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0854 - mae: 0.2533 - val_loss: 0.0899 - val_mae: 0.2643\n", + "Epoch 36/50\n", + "28/28 [==============================] - 1s 42ms/step - loss: 0.0852 - mae: 0.2526 - val_loss: 0.0901 - val_mae: 0.2654\n", + "Epoch 37/50\n", + "28/28 [==============================] - 1s 47ms/step - loss: 0.0855 - mae: 0.2520 - val_loss: 0.0901 - val_mae: 0.2648\n", + "Epoch 38/50\n", + "28/28 [==============================] - 1s 42ms/step - loss: 0.0852 - mae: 0.2522 - val_loss: 0.0922 - val_mae: 0.2628\n", + "Epoch 39/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0859 - mae: 0.2529 - val_loss: 0.0902 - val_mae: 0.2659\n", + "Epoch 40/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0850 - mae: 0.2526 - val_loss: 0.0902 - val_mae: 0.2655\n", + "Epoch 41/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0851 - mae: 0.2525 - val_loss: 0.0904 - val_mae: 0.2634\n", + "Epoch 42/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0860 - mae: 0.2530 - val_loss: 0.0905 - val_mae: 0.2664\n", + "Epoch 43/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0856 - mae: 0.2533 - val_loss: 0.0911 - val_mae: 0.2676\n", + "Epoch 44/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0852 - mae: 0.2523 - val_loss: 0.0902 - val_mae: 0.2653\n", + "Epoch 45/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0850 - mae: 0.2522 - val_loss: 0.0910 - val_mae: 0.2675\n", + "Epoch 46/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0856 - mae: 0.2523 - val_loss: 0.0898 - val_mae: 0.2645\n", + "Epoch 47/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0849 - mae: 0.2524 - val_loss: 0.0904 - val_mae: 0.2658\n", + "Epoch 48/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0848 - mae: 0.2524 - val_loss: 0.0908 - val_mae: 0.2670\n", + "Epoch 49/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0852 - mae: 0.2524 - val_loss: 0.0901 - val_mae: 0.2649\n", + "Epoch 50/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0856 - mae: 0.2536 - val_loss: 0.0930 - val_mae: 0.2635\n", + "Epoch 1/50\n", + "28/28 [==============================] - 6s 58ms/step - loss: 0.1714 - mae: 0.3345 - val_loss: 0.1105 - val_mae: 0.2887\n", + "Epoch 2/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0900 - mae: 0.2579 - val_loss: 0.0964 - val_mae: 0.2750\n", + "Epoch 3/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0891 - mae: 0.2579 - val_loss: 0.0962 - val_mae: 0.2751\n", + "Epoch 4/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0875 - mae: 0.2554 - val_loss: 0.0939 - val_mae: 0.2702\n", + "Epoch 5/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0874 - mae: 0.2559 - val_loss: 0.0949 - val_mae: 0.2733\n", + "Epoch 6/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0859 - mae: 0.2535 - val_loss: 0.0923 - val_mae: 0.2689\n", + "Epoch 7/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0867 - mae: 0.2543 - val_loss: 0.0919 - val_mae: 0.2691\n", + "Epoch 8/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0859 - mae: 0.2539 - val_loss: 0.0932 - val_mae: 0.2710\n", + "Epoch 9/50\n", + "28/28 [==============================] - 1s 40ms/step - loss: 0.0882 - mae: 0.2549 - val_loss: 0.0917 - val_mae: 0.2688\n", + "Epoch 10/50\n", + "28/28 [==============================] - 1s 45ms/step - loss: 0.0856 - mae: 0.2533 - val_loss: 0.0914 - val_mae: 0.2680\n", + "Epoch 11/50\n", + "28/28 [==============================] - 1s 49ms/step - loss: 0.0860 - mae: 0.2539 - val_loss: 0.0935 - val_mae: 0.2665\n", + "Epoch 12/50\n", + "28/28 [==============================] - 1s 33ms/step - loss: 0.0862 - mae: 0.2530 - val_loss: 0.0918 - val_mae: 0.2666\n", + "Epoch 13/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0858 - mae: 0.2539 - val_loss: 0.0913 - val_mae: 0.2669\n", + "Epoch 14/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0858 - mae: 0.2537 - val_loss: 0.0910 - val_mae: 0.2676\n", + "Epoch 15/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0864 - mae: 0.2544 - val_loss: 0.0931 - val_mae: 0.2706\n", + "Epoch 16/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0874 - mae: 0.2551 - val_loss: 0.0934 - val_mae: 0.2711\n", + "Epoch 17/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0861 - mae: 0.2544 - val_loss: 0.0917 - val_mae: 0.2688\n", + "Epoch 18/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0857 - mae: 0.2542 - val_loss: 0.0945 - val_mae: 0.2721\n", + "Epoch 19/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0851 - mae: 0.2526 - val_loss: 0.0906 - val_mae: 0.2662\n", + "Epoch 20/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0855 - mae: 0.2530 - val_loss: 0.0917 - val_mae: 0.2686\n", + "Epoch 21/50\n", + "28/28 [==============================] - 1s 32ms/step - loss: 0.0851 - mae: 0.2527 - val_loss: 0.0930 - val_mae: 0.2703\n", + "Epoch 22/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0847 - mae: 0.2527 - val_loss: 0.0907 - val_mae: 0.2661\n", + "Epoch 23/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0855 - mae: 0.2529 - val_loss: 0.0921 - val_mae: 0.2649\n", + "Epoch 24/50\n", + "28/28 [==============================] - 1s 42ms/step - loss: 0.0863 - mae: 0.2547 - val_loss: 0.0949 - val_mae: 0.2725\n", + "Epoch 25/50\n", + "28/28 [==============================] - 1s 47ms/step - loss: 0.0859 - mae: 0.2530 - val_loss: 0.0910 - val_mae: 0.2675\n", + "Epoch 26/50\n", + "28/28 [==============================] - 1s 44ms/step - loss: 0.0847 - mae: 0.2521 - val_loss: 0.0915 - val_mae: 0.2683\n", + "Epoch 27/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0851 - mae: 0.2526 - val_loss: 0.0907 - val_mae: 0.2657\n", + "Epoch 28/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0861 - mae: 0.2543 - val_loss: 0.0908 - val_mae: 0.2660\n", + "Epoch 29/50\n", + "28/28 [==============================] - 1s 28ms/step - loss: 0.0853 - mae: 0.2531 - val_loss: 0.0907 - val_mae: 0.2660\n", + "Epoch 30/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0864 - mae: 0.2539 - val_loss: 0.0936 - val_mae: 0.2708\n", + "Epoch 31/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0871 - mae: 0.2547 - val_loss: 0.0912 - val_mae: 0.2657\n", + "Epoch 32/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0858 - mae: 0.2534 - val_loss: 0.0912 - val_mae: 0.2678\n", + "Epoch 33/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0854 - mae: 0.2527 - val_loss: 0.0909 - val_mae: 0.2671\n", + "Epoch 34/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0864 - mae: 0.2540 - val_loss: 0.0939 - val_mae: 0.2714\n", + "Epoch 35/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0853 - mae: 0.2534 - val_loss: 0.0934 - val_mae: 0.2710\n", + "Epoch 36/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0859 - mae: 0.2538 - val_loss: 0.0922 - val_mae: 0.2690\n", + "Epoch 37/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0842 - mae: 0.2509 - val_loss: 0.0918 - val_mae: 0.2685\n", + "Epoch 38/50\n", + "28/28 [==============================] - 1s 33ms/step - loss: 0.0846 - mae: 0.2518 - val_loss: 0.0911 - val_mae: 0.2669\n", + "Epoch 39/50\n", + "28/28 [==============================] - 1s 47ms/step - loss: 0.0845 - mae: 0.2512 - val_loss: 0.0911 - val_mae: 0.2660\n", + "Epoch 40/50\n", + "28/28 [==============================] - 1s 50ms/step - loss: 0.0852 - mae: 0.2518 - val_loss: 0.0960 - val_mae: 0.2653\n", + "Epoch 41/50\n", + "28/28 [==============================] - 1s 34ms/step - loss: 0.0852 - mae: 0.2521 - val_loss: 0.0914 - val_mae: 0.2675\n", + "Epoch 42/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0846 - mae: 0.2515 - val_loss: 0.0910 - val_mae: 0.2658\n", + "Epoch 43/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0843 - mae: 0.2511 - val_loss: 0.0928 - val_mae: 0.2694\n", + "Epoch 44/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0852 - mae: 0.2521 - val_loss: 0.0913 - val_mae: 0.2663\n", + "Epoch 45/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0852 - mae: 0.2525 - val_loss: 0.0917 - val_mae: 0.2656\n", + "Epoch 46/50\n", + "28/28 [==============================] - 1s 30ms/step - loss: 0.0848 - mae: 0.2517 - val_loss: 0.0916 - val_mae: 0.2657\n", + "Epoch 47/50\n", + "28/28 [==============================] - 1s 31ms/step - loss: 0.0835 - mae: 0.2498 - val_loss: 0.0925 - val_mae: 0.2682\n", + "Epoch 48/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0839 - mae: 0.2507 - val_loss: 0.0923 - val_mae: 0.2675\n", + "Epoch 49/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0847 - mae: 0.2513 - val_loss: 0.0920 - val_mae: 0.2665\n", + "Epoch 50/50\n", + "28/28 [==============================] - 1s 29ms/step - loss: 0.0839 - mae: 0.2494 - val_loss: 0.0966 - val_mae: 0.2729\n", + "9/9 [==============================] - 1s 9ms/step - loss: 0.1015 - mae: 0.2742\n", + "9/9 [==============================] - 1s 12ms/step - loss: 0.0910 - mae: 0.2616\n", + "LSTM - MSE: 0.10148382186889648, MAE: 0.27419179677963257\n", + "GRU - MSE: 0.09099733829498291, MAE: 0.2616104483604431\n", + "9/9 [==============================] - 1s 15ms/step\n", + "9/9 [==============================] - 1s 12ms/step\n" + ] + } + ] + } + ] +} \ No newline at end of file diff --git a/Quantitative Finance Strategy 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+2023-12-31,139.38644056541585,161.5451085216866,48.253924062114,-0.6639202923893208,-2.530330451145745,1.8664101587564244 diff --git a/Quantitative Finance Strategy Development/readme.md b/Quantitative Finance Strategy Development/readme.md new file mode 100644 index 0000000000..d065902852 --- /dev/null +++ b/Quantitative Finance Strategy Development/readme.md @@ -0,0 +1,52 @@ +# Quantitative Finance Strategy Development + +## 🎯 Goal +The main goal of this project is to develop and compare different deep learning models for predicting stock prices. This project utilizes historical stock price data and technical indicators to forecast future stock prices using LSTM and GRU models. + +## 📁 Dataset +The dataset used for this project is `quantitative_finance_data.csv`, which contains historical stock price data and various technical indicators. + +## 📜 Description +This project involves the implementation of LSTM and GRU models for stock price prediction. The models are trained to recognize patterns in historical stock price data and technical indicators, and their performance is evaluated and compared. + +## 🧮 What I Had Done! +1. Loaded and preprocessed the dataset. +2. Performed EDA to understand the distribution and characteristics of the data. +3. Implemented two different models: LSTM and GRU. +4. Trained and evaluated each model. +5. Compared the models based on their mean squared error (MSE) and mean absolute error (MAE) metrics. + +## 🚀 Models Implemented +- **Long Short-Term Memory (LSTM):** A type of recurrent neural network (RNN) that is well-suited for time series forecasting due to its ability to capture long-term dependencies. +- **Gated Recurrent Unit (GRU):** Another type of RNN that is similar to LSTM but has a simpler architecture, making it computationally efficient. + +## 📚 Libraries Needed +- numpy +- pandas +- matplotlib +- scikit-learn +- tensorflow + +## 📊 Exploratory Data Analysis (EDA) Results +### Dataset Information +- Dataset shape: (1000, 8) +- Missing values: None + +### Visualizations +- Distribution of Technical Indicators +- Correlation Heatmap +- Stock Price Time Series Plot + +## 📈 Performance of the Models Based on the Metrics +- **LSTM:** + - MSE: <0.10148382186889648> + - MAE: < 0.27419179677963257> + +- **GRU:** + - MSE: <0.09099733829498291> + - MAE: <0.2616104483604431> + +## 📢 Conclusion +In this project, we explored the use of LSTM and GRU models for stock price prediction. Both models showed promising results, with the GRU model performing slightly better in terms of MSE and MAE metrics. These models can be further tuned and optimized for better performance. + +