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Python PyTorch Code Generator

Text generator - Pytorch neural network code generation example

Example input

  • # train a neural network in pytorch - efficient net for image classification import pytorch_lightning import torch import numpy as np import cv2

Example real generated results

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    import time import sys import argparse import os import torchvision from torchvision import transforms import torch.nn as nn import torch.nn.functional as F import torchvision.transforms as transforms import torch.optim as optim import torch.utils.data as data_utils import torchvision.transforms as transforms import torchvision.transforms.image as image_transforms import torchvision.datasets as datasets import torchvision.

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    import matplotlib.pyplot as plt import os import argparse import json import sys from PIL import Image, ImageGrab from PIL import ImageGrab from PIL import ImageGrab import torch from torchvision import datasets, transforms from torchvision.datasets import mnist, cifar10 from torchvision.transforms import image_to_array, normalize from torchvision.models import Sequential from torchvision.models import Model from torchvision.models

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    import pandas as pd import pickle from collections import Counter from skimage.color import rgb2gray from skimage.filters import gaussian_filter from skimage.transform import affine_transformation, warp from skimage.morphology import binary_erosion from skimage.morphology import binary_dilation from skimage.measure import center_of_mass from skimage.measure import center_of_gravity from skimage.transform import mtransforms

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    import argparse import os import torchvision from torchvision.models import Model from torchvision.datasets import CIFAR10 from torchvision.datasets import ImageDataGenerator from torchvision.datasets import Imagenet # set up some parameters for the neural network # # - batch_size - batch size for training # - learning_rate - learning rate for training # - epochs - number of epochs for training #

try it yourself: Text Generator Playground - Python PyTorch Code Generator