f0k

#!/usr/bin/env python
# -*- coding: utf-8 -*-

"""
Strips the pHYs chunk (resolution information) of a .png file.
Handy if pdflatex fails with "dimension too large" due to the
PNG resolution being set to 1.

For usage information, call without any parameters.

f0k

# -*- coding: utf-8 -*-

"""
Preliminary implementation of batch normalization for Lasagne.
Does not include a way to properly compute the normalization factors over the
full training set for testing, but can be used as a drop-in for training and
validation.

Author: Jan Schlüter
"""

f0k

#!/usr/bin/env python
# -*- coding: utf-8 -*-

"""
Compares some algorithms for computing a sliding median of an array.

Results:
  scipy.signal.medfilt2d is a bit faster than scipy.ndimage.filter.median_filter
  and significantly faster than scipy.signal.medfilt.
  Maintaining a sorted list of the window becomes faster than that for a filter

f0k

#!/usr/bin/env python
# -*- coding: utf-8 -*-

"""
Demonstrates that cuDNN does not choose the fastest code path internally.

It first asks cuDNN to compute a particular full convolution as a forward
pass with sufficient zero padding of the input.
It then asks cuDNN to compute the same as a backward pass of a valid convolution
without zero padding of the input.