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>>> import sys | |
>>> def stuff(): | |
... print("calling stuff!") | |
... | |
>>> def printer(frame, event, arg): | |
... print(frame, event, arg) | |
... return printer # return itself to keep tracing | |
... | |
>>> sys.settrace(printer) # register the tracing function | |
>>> stuff() |
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'''This script goes along the blog post | |
"Building powerful image classification models using very little data" | |
from blog.keras.io. | |
It uses data that can be downloaded at: | |
https://www.kaggle.com/c/dogs-vs-cats/data | |
In our setup, we: | |
- created a data/ folder | |
- created train/ and validation/ subfolders inside data/ | |
- created cats/ and dogs/ subfolders inside train/ and validation/ | |
- put the cat pictures index 0-999 in data/train/cats |
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""" | |
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy) | |
BSD License | |
""" | |
import numpy as np | |
# data I/O | |
data = open('input.txt', 'r').read() # should be simple plain text file | |
chars = list(set(data)) | |
data_size, vocab_size = len(data), len(chars) |
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// JS array equivalents to C# LINQ methods - by Dan B. | |
// First: This version using older JavaScript notation for universal browser support (scroll down for ES6 version): | |
// Here's a simple array of "person" objects | |
var people = [ | |
{ name: "John", age: 20 }, | |
{ name: "Mary", age: 35 }, | |
{ name: "Arthur", age: 78 }, | |
{ name: "Mike", age: 27 }, |
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# -*- 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 | |
""" |