Upload current version

2025-11-20 12:36:30 +01:00
parent dfdd200867
commit 4b071e68b5
11 changed files with 367965 additions and 459 deletions
@@ -0,0 +1,97 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "276487d8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from aiRNN import dataloader, models, losses\n",
+    "import pathlib"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "1308b1d5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "file_list = pathlib.Path(\"/home/lars/Documents/Studium/UiO/data_analysis/project3/Code/cpp/known_routes_and_aircraft.csv\")\n",
+    "base_path = file_list.parent\n",
+    "file_list = file_list.read_text().splitlines()\n",
+    "file_list = [(base_path / f).resolve() for f in file_list]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "0d8e6107",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dataset = dataloader.EvenlySpacedDataset(\n",
+    "    filepaths=file_list[:50],\n",
+    "    n_input=30*10, # 10 minutes input\n",
+    "    n_output=30*5,  # 5 minutes output\n",
+    "    n_windows_per_file=5,\n",
+    "    step=1,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "595103c9",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "235"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(dataset)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "522cd04f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "test_model = models."
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "adsbpy",
+   "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": "3.13.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}