def embed_run(dset='data1',
delay=150,
vdim=7,
xdim=0,
ydim=1,
file_prefix=None):
'''
Renders a parameterized delay coordinate embedding.
'''
data = numpy.loadtxt('data/ps8/{0}'.format(dset), dtype=numpy.float64)
vs = embed.embed(data[:, 0], delay, vdim)
plot.embedded(vs,
xdim,
ydim,
'k.',
markersize=0.6,
ybound=(0, 2 * numpy.pi),
yticks=(0, numpy.pi / 2, numpy.pi, 3 * numpy.pi / 2,
2 * numpy.pi),
yticklabels=('0', r'$\frac{\pi}{2}$', r'$\pi$',
r'$\frac{3\pi}{2}$', r'$2\pi$'),
title=r'Delay Coordinate Embedding: {0}, $\tau={1}$'.format(
dset, _get_actual_delay(dset, 1, delay)),
xlabel=r'$\theta(t + {0})$'.format(
_get_actual_delay(dset, xdim, delay)),
ylabel=r'$\theta(t + {0})$'.format(
_get_actual_delay(dset, ydim, delay)),
aspect='equal',
file_prefix=file_prefix)
def pr4(file_prefix=None):
data = numpy.loadtxt("data/ps8/data2.first250sec", dtype=numpy.float64)
vs = tispy.delay("-d", "155", "-m", "8", input=data)
plot.embedded(
vs,
0,
2,
"k.",
markersize=0.6,
ybound=(0, 2 * numpy.pi),
yticks=(0, numpy.pi / 2, numpy.pi, 3 * numpy.pi / 2, 2 * numpy.pi),
yticklabels=("0", r"$\frac{\pi}{2}$", r"$\pi$", r"$\frac{3\pi}{2}$", r"$2\pi$"),
title=r"Delay Coordinate Embedding: {0}, $\tau={1}$ s".format("data2", _get_actual_delay("data2", 1, 155)),
xlabel=r"$\theta(t + {0})$".format(_get_actual_delay("data2", 0, 155)),
ylabel=r"$\theta(t + {0})$".format(_get_actual_delay("data2", 2, 155)),
aspect="equal",
file_prefix=suffixed(file_prefix, "_3"),
)
def pr4(file_prefix=None):
data = numpy.loadtxt('data/ps8/data2.first250sec', dtype=numpy.float64)
vs = tispy.delay('-d', '155', '-m', '8', input=data)
plot.embedded(
vs,
0,
2,
'k.',
markersize=0.6,
ybound=(0, 2 * numpy.pi),
yticks=(0, numpy.pi / 2, numpy.pi, 3 * numpy.pi / 2, 2 * numpy.pi),
yticklabels=('0', r'$\frac{\pi}{2}$', r'$\pi$', r'$\frac{3\pi}{2}$',
r'$2\pi$'),
title=r'Delay Coordinate Embedding: {0}, $\tau={1}$ s'.format(
'data2', _get_actual_delay('data2', 1, 155)),
xlabel=r'$\theta(t + {0})$'.format(_get_actual_delay('data2', 0, 155)),
ylabel=r'$\theta(t + {0})$'.format(_get_actual_delay('data2', 2, 155)),
aspect='equal',
file_prefix=suffixed(file_prefix, '_3'))
def embed_run(dset='data1', delay=150, vdim=7, xdim=0, ydim=1, file_prefix=None):
'''
Renders a parameterized delay coordinate embedding.
'''
data = numpy.loadtxt('data/ps8/{0}'.format(dset), dtype=numpy.float64)
vs = embed.embed(data[:,0], delay, vdim)
plot.embedded(
vs,
xdim,
ydim,
'k.',
markersize=0.6,
ybound=(0, 2*numpy.pi),
yticks=(
0,
numpy.pi/2,
numpy.pi,
3*numpy.pi/2,
2*numpy.pi
),
yticklabels=(
'0',
r'$\frac{\pi}{2}$',
r'$\pi$',
r'$\frac{3\pi}{2}$',
r'$2\pi$'
),
title=r'Delay Coordinate Embedding: {0}, $\tau={1}$'.format(
dset,
_get_actual_delay(dset, 1, delay)),
xlabel=r'$\theta(t + {0})$'.format(_get_actual_delay(dset, xdim, delay)),
ylabel=r'$\theta(t + {0})$'.format(_get_actual_delay(dset, ydim, delay)),
aspect='equal',
file_prefix=file_prefix
)