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@bzamecnik
bzamecnik / model_summary.txt
Last active May 31, 2024 16:42
Residual LSTM in Keras
____________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
====================================================================================================
input_1 (InputLayer) (None, 32, 10) 0
____________________________________________________________________________________________________
lstm_1 (LSTM) (None, 32, 10) 840 input_1[0][0]
____________________________________________________________________________________________________
add_1 (Add) (None, 32, 10) 0 input_1[0][0]
lstm_1[0][0]
____________________________________________________________________________________________________
@simecek
simecek / rmagic_example.ipynb
Last active January 16, 2021 13:29
How to add R code to your (IPython) Jupyter Notebook
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@Dref360
Dref360 / TFQueueKeras.py
Last active March 16, 2020 02:24
An example of using keras with tf queues, this handle BatchNorm
import operator
import threading
from functools import reduce
import keras
import keras.backend as K
from keras.engine import Model
import numpy as np
import tensorflow as tf
import time
@stared
stared / live_loss_plot_keras.ipynb
Last active July 17, 2025 17:36
Live loss plot for training models in Keras (see: https://github.com/stared/livelossplot/ for a library)
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@joelthchao
joelthchao / demo.py
Last active August 31, 2021 18:02
Keras uses TensorBoard Callback with train_on_batch
import numpy as np
import tensorflow as tf
from keras.callbacks import TensorBoard
from keras.layers import Input, Dense
from keras.models import Model
def write_log(callback, names, logs, batch_no):
for name, value in zip(names, logs):
summary = tf.Summary()
@jamesonzimmer
jamesonzimmer / jekyll-pdf-embed
Last active February 1, 2021 14:09
---
title: "Creation of a Landscape: The Logic or Urbanization in the PRC"
description: NYU East Asian Studies Department, MA Thesis Defense
date: 2013-11-01
layout: pdf
categories: writing
permalink: /writing/creation-of-a-landscape/
---
<iframe src="https://docs.google.com/file/d/0B8aGkJVsdqiJamVpUnJ1TDlFbFU/preview" width="100%" height="100%"></iframe>
@awni
awni / ctc_decoder.py
Last active February 2, 2025 12:53
Example CTC Decoder in Python
"""
Author: Awni Hannun
This is an example CTC decoder written in Python. The code is
intended to be a simple example and is not designed to be
especially efficient.
The algorithm is a prefix beam search for a model trained
with the CTC loss function.
@steventhebrave
steventhebrave / make-sounds.html
Created September 25, 2017 13:19
<!DOCTYPE html>
<html>
<head><title>SOUND</title></head>
<body>
<div>Frequence: <span id="frequency"></span></div>
<script type="text/javascript">
var audioCtx = new (window.AudioContext || window.webkitAudioContext)();
var oscillatorNode = audioCtx.createOscillator();
var gainNode = audioCtx.createGain();
@brunston
brunston / dash_css.css
Created September 29, 2017 07:56
Dash CSS (forked from https://codepen.io/chriddyp/pen/bWLwgP.css, based off Skeleton)
/* Table of contents
––––––––––––––––––––––––––––––––––––––––––––––––––
- Plotly.js
- Grid
- Base Styles
- Typography
- Links
- Buttons
- Forms
- Lists
@Piasy
Piasy / install_ffmpeg.sh
Last active June 4, 2025 06:30
brew install ffmpeg with all options
brew options ffmpeg
brew install ffmpeg \
--with-chromaprint \
--with-fdk-aac \
--with-fontconfig \
--with-freetype \
--with-frei0r \
--with-game-music-emu \
--with-libass \