Started new tutorial. Added a bunch of python packages such as pytorch

2026-06-22 17:13:57 -07:00
parent c965a11c7d
commit 669271901d
7 changed files with 1984 additions and 51 deletions
@@ -0,0 +1,79 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "0ba75c87",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Data and analysis libraries\n",
+    "import polars as pl                         # Fast dataframes for financial data\n",
+    "import numpy as np                          # Numerical computing library\n",
+    "from datetime import datetime, timedelta    # Date and time operations\n",
+    "import random\n",
+    "\n",
+    "# Machine learning libraries  \n",
+    "import torch                                # PyTorch framework\n",
+    "import torch.nn as nn                       # Neural network modules\n",
+    "import torch.optim as optim                 # Optimization algorithms\n",
+    "import research                             # Model building and training utilities\n",
+    "\n",
+    "# Visualization and \n",
+    "import altair as alt                        # Interactive visualization library\n",
+    "\n",
+    "# data sources\n",
+    "import binance                              # Binance market data utilities"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "ee4d8884",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "CUDA Available: True\n",
+      "CUDA Version: 13.2\n"
+     ]
+    }
+   ],
+   "source": [
+    "print('CUDA Available:', torch.cuda.is_available())\n",
+    "print('CUDA Version:', torch.version.cuda)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e0f64bf2",
+   "metadata": {},
+   "source": [
+    "# Part 1: ML Model in PyTorch"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "study (3.14.5)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.14.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}