5512aceaef
Changed rest of chapters to use new formatting style. Also, there is a bug in the current release of Jupyter that overwrites the rcParams settings when you do the first import, so I had to split the book format cell into two. This is actually better because now the PDF, which strips out the formatting cell, will still have the %matplotlib inline and import from future code. Also, in the process of refactoring the information about Gaussian and Bayes. Stuff is still strewn around too much. I need to make this more streamlined. Chapters 2-4 talk about distributions, Bayes, and Gaussians, and material is repeated a lot.
139 lines
3.8 KiB
Python
139 lines
3.8 KiB
Python
# -*- coding: utf-8 -*-
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"""Copyright 2015 Roger R Labbe Jr.
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Code supporting the book
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Kalman and Bayesian Filters in Python
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https://github.com/rlabbe/Kalman-and-Bayesian-Filters-in-Python
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This is licensed under an MIT license. See the LICENSE.txt file
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for more information.
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"""
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from __future__ import (absolute_import, division, print_function,
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unicode_literals)
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from contextlib import contextmanager
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from IPython.core.display import HTML
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import json
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import matplotlib
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import matplotlib.pylab as pylab
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import matplotlib.pyplot as plt
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import numpy as np
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import os.path
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import sys
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import warnings
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from kf_book.book_plots import set_figsize, reset_figsize
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# version 1.4.3 of matplotlib has a bug that makes
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# it issue a spurious warning on every plot that
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# clutters the notebook output
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if matplotlib.__version__ == '1.4.3':
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warnings.simplefilter(action="ignore", category=FutureWarning)
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try:
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matplotlib.style.use('default')
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except:
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pass
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def test_filterpy_version():
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import filterpy
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from distutils.version import LooseVersion
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v = filterpy.__version__
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min_version = "1.4.0"
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if LooseVersion(v) < LooseVersion(min_version):
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raise Exception("Minimum FilterPy version supported is {}.\n"
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"Please install a more recent version.\n"
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" ex: pip install filterpy --upgrade".format(
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min_version))
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# ensure that we have the correct filterpy loaded. This is
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# called when this module is imported at the top of each book
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# chapter so the reader can see that they need to update FilterPy.
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test_filterpy_version()
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pylab.rcParams['figure.max_open_warning'] = 50
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@contextmanager
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def numpy_precision(precision):
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old = np.get_printoptions()['precision']
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np.set_printoptions(precision=precision)
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yield
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np.set_printoptions(old)
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@contextmanager
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def printoptions(*args, **kwargs):
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original = np.get_printoptions()
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np.set_printoptions(*args, **kwargs)
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yield
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np.set_printoptions(**original)
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def _decode_list(data):
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rv = []
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for item in data:
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if isinstance(item, unicode):
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item = item.encode('utf-8')
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elif isinstance(item, list):
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item = _decode_list(item)
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elif isinstance(item, dict):
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item = _decode_dict(item)
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rv.append(item)
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return rv
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def _decode_dict(data):
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rv = {}
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for key, value in data.iteritems():
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if isinstance(key, unicode):
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key = key.encode('utf-8')
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if isinstance(value, unicode):
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value = value.encode('utf-8')
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elif isinstance(value, list):
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value = _decode_list(value)
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elif isinstance(value, dict):
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value = _decode_dict(value)
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rv[key] = value
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return rv
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def set_style():
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version = [int(version_no) for version_no in matplotlib.__version__.split('.')]
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try:
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if sys.version_info[0] >= 3:
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style = json.load(open("./kf_book/538.json"))
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else:
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style = json.load(open(".//kf_book/538.json"), object_hook=_decode_dict)
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plt.rcParams.update(style)
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except:
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pass
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np.set_printoptions(suppress=True, precision=3,
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threshold=10000., linewidth=70,
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formatter={'float':lambda x:' {:.3}'.format(x)})
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# I don't know why I have to do this, but I have to call
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# with suppress a second time or the notebook doesn't suppress
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# exponents
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np.set_printoptions(suppress=True)
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reset_figsize()
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style = '''
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<style>
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.output_wrapper, .output {
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height:auto !important;
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max-height:100000px;
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}
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.output_scroll {
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box-shadow:none !important;
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webkit-box-shadow:none !important;
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}
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</style>
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'''
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return HTML(style)
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