571f_constrastive_learning.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "# Start here"
      ],
      "metadata": {
        "id": "WSfPNgKKuIOs"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "1VaaBFqblHVP"
      },
      "outputs": [],
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "FufQ6bbVv2CK"
      },
      "outputs": [],
      "source": [
        "%cd /content/drive/MyDrive/domain_adapataion/SHOT-master/object/"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "O2z59WbduExA",
        "outputId": "64ce1e78-01c9-46ca-c32d-70f9b904c2d7"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting node2vec\n",
            "  Downloading node2vec-0.4.6-py3-none-any.whl (7.0 kB)\n",
            "Requirement already satisfied: joblib<2.0.0,>=1.1.0 in /usr/local/lib/python3.8/dist-packages (from node2vec) (1.2.0)\n",
            "Requirement already satisfied: numpy<2.0.0,>=1.19.5 in /usr/local/lib/python3.8/dist-packages (from node2vec) (1.21.6)\n",
            "Collecting gensim<5.0.0,>=4.1.2\n",
            "  Downloading gensim-4.2.0-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (24.1 MB)\n",
            "\u001b[K     |████████████████████████████████| 24.1 MB 1.2 MB/s \n",
            "\u001b[?25hRequirement already satisfied: tqdm<5.0.0,>=4.55.1 in /usr/local/lib/python3.8/dist-packages (from node2vec) (4.64.1)\n",
            "Requirement already satisfied: networkx<3.0,>=2.5 in /usr/local/lib/python3.8/dist-packages (from node2vec) (2.6.3)\n",
            "Requirement already satisfied: scipy>=0.18.1 in /usr/local/lib/python3.8/dist-packages (from gensim<5.0.0,>=4.1.2->node2vec) (1.7.3)\n",
            "Requirement already satisfied: smart-open>=1.8.1 in /usr/local/lib/python3.8/dist-packages (from gensim<5.0.0,>=4.1.2->node2vec) (5.2.1)\n",
            "Installing collected packages: gensim, node2vec\n",
            "  Attempting uninstall: gensim\n",
            "    Found existing installation: gensim 3.6.0\n",
            "    Uninstalling gensim-3.6.0:\n",
            "      Successfully uninstalled gensim-3.6.0\n",
            "Successfully installed gensim-4.2.0 node2vec-0.4.6\n"
          ]
        }
      ],
      "source": [
        "!pip install node2vec"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python /content/drive/MyDrive/domain_adapataion/SHOT-master/object/tar_adaptation_con_Jing.py --dset office --node2vec_sampling True --dataset_folder /content/drive/MyDrive/domain_adapataion/SHOT-master/object/data --walk_length 8 --walk_num 64 "
      ],
      "metadata": {
        "id": "3DE8jF0tw9wX"
      },
      "execution_count": null,
      "outputs": []
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "provenance": [],
      "machine_shape": "hm"
    },
    "gpuClass": "standard",
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}