Haque Ishfaq hmishfaq

I am a Ph.D. student in the Montreal Institute for Learning Algorithms (MILA) at McGill University.

jcjohnson / pytorch_finetune.py

Last active June 19, 2024 17:28

	import argparse
	import torch
	import torch.nn as nn
	from torch.autograd import Variable
	from torch.utils.data import DataLoader

	import torchvision
	import torchvision.transforms as T
	from torchvision.datasets import ImageFolder

arunmallya / rf.ipynb

Last active March 30, 2023 09:29

A Jupyter notebook to get the receptive field and effective stride of layers in a CNN. Supports dilated convolutions as well.

Sorry, something went wrong. Reload?

Sorry, we cannot display this file.

Sorry, this file is invalid so it cannot be displayed.

karpathy / min-char-rnn.py

Last active November 16, 2024 23:10

Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy

	"""
	Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
	BSD License
	"""
	import numpy as np

	# data I/O
	data = open('input.txt', 'r').read() # should be simple plain text file
	chars = list(set(data))
	data_size, vocab_size = len(data), len(chars)

karpathy / gist:587454dc0146a6ae21fc

Last active July 11, 2024 10:36

An efficient, batched LSTM.

	"""
	This is a batched LSTM forward and backward pass
	"""
	import numpy as np
	import code

	class LSTM:

	@staticmethod
	def init(input_size, hidden_size, fancy_forget_bias_init = 3):