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2026-05-17 02:17:22 +03:00
parent 17ace9bd12
commit 94c7a4481a
53 changed files with 29602 additions and 7832 deletions
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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# HÜCRE 1 — Paketler\n",
+    "!pip install xgboost lightgbm optuna scikit-learn pandas numpy -q\n",
+    "print('Hazır')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# HÜCRE 2 — Drive bağla + CSV çek\n",
+    "from google.colab import drive\n",
+    "import os, shutil\n",
+    "drive.mount('/content/drive')\n",
+    "\n",
+    "# training_data.csv'yi Drive'ın iddaai klasöründen kopyala\n",
+    "shutil.copy('/content/drive/MyDrive/iddaai/training_data.csv', '/content/training_data.csv')\n",
+    "print('CSV hazır:', os.path.getsize('/content/training_data.csv') // 1024 // 1024, 'MB')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# HÜCRE 3 — iddaai_colab3.zip upload et (ai-engine kodları)\n",
+    "from google.colab import files\n",
+    "import zipfile\n",
+    "print('iddaai_colab3.zip dosyasını seç:')\n",
+    "uploaded = files.upload()\n",
+    "with zipfile.ZipFile('iddaai_colab3.zip') as z:\n",
+    "    z.extractall('/content')\n",
+    "print('Kod hazır')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# HÜCRE 4 — training_data.csv'yi script'in beklediği yere koy\n",
+    "import os, shutil\n",
+    "os.makedirs('/content/ai-engine/data', exist_ok=True)\n",
+    "shutil.copy('/content/training_data.csv', '/content/ai-engine/data/training_data.csv')\n",
+    "print('Yerleştirildi')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# HÜCRE 5 — Eğitimi başlat (her 5 trial'da bir ilerleme gösterir)\n",
+    "import subprocess, os\n",
+    "\n",
+    "proc = subprocess.Popen(\n",
+    "    ['python', 'scripts/train_v25_pro.py'],\n",
+    "    stdout=subprocess.PIPE,\n",
+    "    stderr=subprocess.STDOUT,\n",
+    "    text=True,\n",
+    "    cwd='/content/ai-engine',\n",
+    "    env={**os.environ, 'PYTHONPATH': '/content/ai-engine'}\n",
+    ")\n",
+    "\n",
+    "for line in proc.stdout:\n",
+    "    print(line, end='', flush=True)\n",
+    "\n",
+    "proc.wait()\n",
+    "print('\\nEĞİTİM BİTTİ!')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# HÜCRE 6 — Modelleri Drive'a kaydet\n",
+    "import shutil, os\n",
+    "os.makedirs('/content/drive/MyDrive/iddaai/models_v25', exist_ok=True)\n",
+    "shutil.copytree(\n",
+    "    '/content/ai-engine/models/v25',\n",
+    "    '/content/drive/MyDrive/iddaai/models_v25',\n",
+    "    dirs_exist_ok=True\n",
+    ")\n",
+    "print('Modeller Drive a kaydedildi: MyDrive/iddaai/models_v25/')"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {"display_name": "Python 3", "language": "python", "name": "python3"},
+  "language_info": {"name": "python", "version": "3.10.0"}
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}