github.com
  

  
    K-BS/breathsound-use-stethoscope/blob/main/torch/torch_pilot_model_1.ipynb


    {
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4c2fc57b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import librosa\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import librosa.display\n",
    "import torch\n",
    "import torch.nn as nn\n",
    "import torch.nn.functional as F\n",
    "import torch.optim as optim\n",
    "from torch.utils.data import Dataset, DataLoader\n",
    "from tqdm import tqdm_notebook as tqdm\n",



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