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MNIST data\n", "(x_train, y_train), (x_test, y_test) = mnist.load_data()\n", "\n", "# Display the first 10 records\n", "for i in range(10):\n", " print(f\"Record {i+1}:\")\n", " print(f\"Image:\\n{x_train[i]}\")\n", " print(f\"Label: {y_train[i]}\")\n", " print(\"\\n\")\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting tensorflow\n", " Downloading tensorflow-2.16.2-cp310-cp310-macosx_12_0_arm64.whl (227.0 MB)\n", "\u001b[K |████████████████████████████████| 227.0 MB 50.3 MB/s eta 0:00:01\n", "\u001b[?25hCollecting h5py>=3.10.0\n", " Using cached h5py-3.11.0-cp310-cp310-macosx_11_0_arm64.whl (2.9 MB)\n", "Collecting libclang>=13.0.0\n", " Using cached libclang-18.1.1-py2.py3-none-macosx_11_0_arm64.whl (26.4 MB)\n", "Requirement already satisfied: opt-einsum>=2.3.2 in /Users/nihar/.pyenv/versions/3.10.0/lib/python3.10/site-packages (from tensorflow) (3.3.0)\n", "Collecting 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'wheel' is not installed.\n", "Installing collected packages: wheel, tensorboard-data-server, optree, namex, ml-dtypes, markdown, h5py, tensorflow-io-gcs-filesystem, tensorboard, libclang, keras, google-pasta, gast, astunparse, tensorflow\n", " Attempting uninstall: ml-dtypes\n", " Found existing installation: ml-dtypes 0.4.0\n", " Uninstalling ml-dtypes-0.4.0:\n", " Successfully uninstalled ml-dtypes-0.4.0\n", " Running setup.py install for gast ... \u001b[?25ldone\n", "\u001b[?25hSuccessfully installed astunparse-1.6.3 gast-0.6.0 google-pasta-0.2.0 h5py-3.11.0 keras-3.4.1 libclang-18.1.1 markdown-3.6 ml-dtypes-0.3.2 namex-0.0.8 optree-0.11.0 tensorboard-2.16.2 tensorboard-data-server-0.7.2 tensorflow-2.16.2 tensorflow-io-gcs-filesystem-0.37.0 wheel-0.43.0\n", "\u001b[33mWARNING: You are using pip version 21.2.3; however, version 24.1.1 is available.\n", "You should consider upgrading via the '/Users/nihar/.pyenv/versions/3.10.0/bin/python3.10 -m pip install --upgrade pip' command.\u001b[0m\n" ] } ], "source": [ "!pip install tensorflow" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "zsh:1: unmatched \"\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/nihar/.pyenv/versions/3.10.0/lib/python3.10/pty.py:89: RuntimeWarning: os.fork() was called. os.fork() is incompatible with multithreaded code, and JAX is multithreaded, so this will likely lead to a deadlock.\n", " pid, fd = os.forkpty()\n" ] } ], "source": [ "!streamlit run /Users/nihar/Desktop/Desktop - nihar’s MacBook Air/cc/code files/auto-ML/NNbasics/code.py\"" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "ename": "", "evalue": "", "output_type": "error", "traceback": [ "\u001b[1;31mRunning cells with 'Python 3.12.3' requires the ipykernel package.\n", "\u001b[1;31mRun the following command to install 'ipykernel' into the Python environment. \n", "\u001b[1;31mCommand: '/opt/homebrew/bin/python3 -m pip install ipykernel -U --user --force-reinstall'" ] } ], "source": [ "!streamlit run \"/Users/nihar/Desktop/Desktop - nihar’s MacBook Air/cc/code files/auto-ML/NNbasics/code.py\"" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.10.0" } }, "nbformat": 4, "nbformat_minor": 2 }