Attila Lengyel Attila94

Attila94 / receptive_field.py

Created June 28, 2023 13:05

Receptive field computation for a PyTorch model. Note: only supports some layer types.

	import torch
	import torch.nn as nn
	from torch.autograd import Variable

	from collections import OrderedDict
	import numpy as np


	def check_same(stride):
	if isinstance(stride, (list, tuple)):

Attila94 / pytorch.yml

Last active May 2, 2023 08:03

Default PyTorch conda environment for TU Delft HPC.

Attila94 / es_mintarget.py

Last active June 6, 2019 00:07

Keras Early Stopping callback with minimum target to reach before starting to monitor target value.

	class MyEarlyStopping(EarlyStopping):

	def __init__(self, minimum_target=None, **kwargs):
	self.minimum_target = minimum_target
	super(MyEarlyStopping, self).__init__(**kwargs)

	def on_epoch_end(self, epoch, logs):
	current = logs.get(self.monitor)
	if self.minimum_target and self.monitor_op(self.minimum_target, current):
	super(MyEarlyStopping, self).on_epoch_end(epoch, logs)

Attila94 / cropExDark.py

Created May 30, 2019 05:56

Make 96*96 square crops from bounding boxes of ExDark dataset.

	# -- coding: utf-8 --
	"""
	Created on Tue Apr 9 14:33:10 2019

	Make 96*96 square crops from bounding boxes of ExDark dataset.

	@author: Attila Lengyel
	"""

	import numpy as np

Attila94 / read_hdf5.py

Last active August 7, 2023 07:55

Function to read saved Keras (tensorflow) weights from hdf5 file. Returns dict of layer names and weights.

Attila94 / log2xyz.py

Created March 25, 2019 00:29

Extract atom coordinates from Gaussian .log file and compute covergence