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