ground0state’s gists

ground0state / pytorch_transfer_learning_resnet18.py

Created August 27, 2019 15:51

	import torch
	from torch import nn, optim
	from torch.utils.data import TensorDataset, Dataset, DataLoader
	import tqdm
	from torchvision.datasets import ImageFolder
	from torchvision import transforms


	!wget https://github.com/lucidfrontier45/PyTorch-Book/raw/master/data/taco_and_burrito.tar.gz
	!tar -zxvf './taco_and_burrito.tar.gz'

ground0state / pytorch_cnn.py

Created August 27, 2019 15:20

	import torch
	from torch import nn, optim
	from torch.utils.data import TensorDataset, Dataset, DataLoader
	import tqdm

	from torchvision.datasets import FashionMNIST
	from torchvision import transforms


	fashion_mnist_train = FashionMNIST("data/FashionMNIST", train=True, download=True, transform=transforms.ToTensor())

ground0state / pytorch_basic.py

Created August 27, 2019 13:42

	from torch import optim
	from torch.utils.data import TensorDataset, DataLoader
	from sklearn.model_selection import train_test_split
	from sklearn.datasets import load_digits


	X = digits.data
	Y = digits.target

	X_train, X_test, Y_train, Y_test = train_test_split(X, Y, test_size=0.3)

ground0state / BEGAN.py

Created August 25, 2019 10:57

	import os
	import glob
	import math
	import random
	import datetime
	import pickle

	import numpy as np
	import matplotlib.pyplot as plt

ground0state / style_transfer.py

Last active August 25, 2019 10:54

	import os
	import glob
	import math
	import random

	import numpy as np
	import matplotlib.pyplot as plt

	from tensorflow.python import keras
	from tensorflow.python.keras import backend as K

ground0state / super_resolution.py

Last active August 22, 2019 14:23

	import os
	import glob
	import math
	import random

	import numpy as np
	import matplotlib.pyplot as plt

	from tensorflow.python import keras
	from tensorflow.python.keras import backend as K

ground0state / automatic_coloring.py

Created August 22, 2019 12:49

	import os
	import glob
	import math
	import random

	import numpy as np
	import matplotlib.pyplot as plt
	import cv2

	from tensorflow.python import keras

ground0state / CAE.py

Created August 21, 2019 14:03

	import os
	import glob
	import math
	import random

	import numpy as np
	import matplotlib.pyplot as plt

	from tensorflow.python import keras
	from tensorflow.python.keras import backend as K

ground0state / transfer_learning_vgg16.py

Created August 19, 2019 15:43

	from tensorflow.python.keras.applications.vgg16 import VGG16
	from tensorflow.python.keras.models import Sequential
	from tensorflow.python.keras.layers import Dropout, Flatten, Dense
	from tensorflow.python.keras.optimizers import SGD
	from tensorflow.python.keras.preprocessing.image import ImageDataGenerator
	from tensorflow.python.keras.applications.vgg16 import preprocess_input
	from tensorflow.python.keras.callbacks import ModelCheckpoint, CSVLogger
	import os
	from datetime import datetime
	import json

ground0state / utils.py

Last active August 19, 2019 15:40

abetan ground0state