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from typing import Optional, List, Dict, Union | |
from fastapi import FastAPI, Query, Header, Cookie, Depends, HTTPException, status | |
from fastapi.responses import JSONResponse | |
from pydantic import BaseModel, validator | |
import re # For email validation | |
app = FastAPI() | |
# --- Helper Functions (Simplified for demonstration) --- | |
# Replace these with your actual helper function implementations |
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# train or use | |
from dataloader import dataloader | |
import model | |
import torch | |
import torch.nn as nn | |
from tqdm import trange, tqdm | |
class vae_module(object): | |
"""docstring for vae_module""" |