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

• star

  from PIL import Image from sklearn.neighbors import KNeighborsClassifier def make_model(): return torch.nn.Linear(4, 10) # 4 input features, 10 output classes def make_net(num_classes): net = make_model() net.view(num_classes) return net def run(): net = make_net(10) print("training...") # net.train() print("finished

• star

  import os import random import math import sys import glob from PIL import Image from io import BytesIO, IOBase from IPython.core.display import HTML from IPython.core.display import Image from IPython.core.display import HTML from IPython.core.display import Image from IPython.core.display import HTML from IPython.core.display import Image from IPython.display import HTML from IPython.

• star

  import matplotlib.pyplot as plt import sys import math import os import io from PIL import Image import matplotlib.pyplot as plt import seaborn as sns import matplotlib.colors as mcolors import matplotlib.ticker as mticker from matplotlib.colors import ListedColormap import matplotlib.gridspec as gridspec import matplotlib.animation as animation from matplotlib.backends.backend_agg import FigureCanvasAgg as

• star

  import PIL import os from io import BytesIO, IOBase from PIL import Image import os import datetime from PIL import ImageDraw import os from io import BytesIO, IOBase from PIL import Image import pickle import sys from datetime import datetime import itertools import heapq import math import copy from io import BytesIO, IOBase from PIL import Image import sys import time import heapq from PIL import

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