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@akiross
akiross / Convolutional Arithmetic.ipynb
Last active September 11, 2025 18:04
Few experiments on how convolution and transposed convolution (deconvolution) should work in tensorflow.
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@endolith
endolith / overlaps.py
Last active October 26, 2025 11:58
Window function constant overlap-add conditions (COLA)
from __future__ import division, print_function, absolute_import
import numpy as np
import scipy
from spectral import check_COLA # https://github.com/scipy/scipy/pull/6058
windows = np.unique(scipy.signal.windows._win_equiv.values())
windows = sorted(windows, key=lambda x: x.__name__)
for window in windows:
try:
@karpathy
karpathy / gist:587454dc0146a6ae21fc
Last active May 14, 2025 00:08
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):
@mgedmin
mgedmin / conf.py.rst
Created July 22, 2013 10:37
HOWTO add "Show on GitHub" and "Edit on GitHub" links to the Sphinx sidebar

Edit on GitHub links for Sphinx

Create _ext/ and _templates/ subdirectories.

Move edit_on_github.py into the _ext/ subdirectory.

Move sourcelink.html into the _templates/ subdirectory.

Add the following after the import sys, os line

@deeplycloudy
deeplycloudy / audioplayer.py
Created March 21, 2012 20:37
Simple Python audio player with matplotlib and pyaudio
""" Play an audio file with pyaudio while concurrently showing audio playhead
on a matplotlib plot of the audio time series and spectrogram.
Adjust duration and filename in the script below to reflect your audio file.
v. 0.1
21 Mar 2012
Eric Bruning
"""