Attila Lengyel Attila94
Attila94
/ cropExDark.py
Created
May 30, 2019 05:56
Make 96*96 square crops from bounding boxes of ExDark dataset.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # -*- 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
/ 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.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
/ log2xyz.py
Created
March 25, 2019 00:29
Extract atom coordinates from Gaussian .log file and compute covergence
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # -*- coding: utf-8 -*- | |
| """ | |
| Created on Thu Feb 28 19:56:58 2019 | |
| @author: Attila Lengyel | |
| attila@lengyel.nl | |
| """ | |
| import numpy as np | |
| import os |
Attila94
/ pytorch.yml
Last active
May 2, 2023 08:03
Default PyTorch conda environment for TU Delft HPC.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: pytorch | |
| channels: | |
| - conda-forge | |
| - pytorch | |
| - nvidia | |
| dependencies: | |
| - pytorch::pytorch | |
| - pytorch::torchvision |
Attila94
/ receptive_field.py
Created
June 28, 2023 13:05
Receptive field computation for a PyTorch model. Note: only supports some layer types.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
/ 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.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # -*- coding: utf-8 -*- | |
| """ | |
| Created on Thu Apr 11 10:31:43 2019 | |
| @author: Attila Lengyel | |
| """ | |
| import h5py | |
| def read_hdf5(path): |