|
|
template<typename T > |
| bool | seq::test::isSorted (const std::vector< T > &nodes) |
| |
|
template<typename T > |
| bool | seq::test::isSorted_all_pairs (const std::vector< T > &nodes) |
| |
|
template<typename T > |
| bool | seq::test::isSorted (T *nodes, unsigned int sz) |
| |
|
template<typename T > |
| bool | seq::test::isNAN (const T *in, const unsigned int sz) |
| | checks whether the numeric array constains nan values.
|
| |
|
template<typename T > |
| bool | seq::test::isBlockNAN (const T *in, const unsigned int *sz) |
| | checks whether the numeric array constains nan values. for block local region
|
| |
|
template<typename T > |
| bool | seq::test::isBlockNAN (const T *in, const unsigned int *sz, unsigned int flag) |
| | checks whether the numeric array constains nan values. for block local region
|
| |
|
template<typename T > |
| bool | seq::test::isUniqueAndSorted (const std::vector< T > &nodes) |
| |
|
template<typename T > |
| bool | seq::test::containsAncestor (const std::vector< T > &nodes) |
| |
|
template<typename T > |
| bool | seq::test::isComplete (const std::vector< T > &nodes) |
| |
| template<typename T > |
| bool | seq::test::checkE2EMapping (const std::vector< unsigned int > &E2EMap, const std::vector< T > &allNodes, unsigned int localBegin, unsigned int localEnd, unsigned int k_s, unsigned numDirections) |
| |
| template<typename T > |
| bool | seq::test::checkE2NMapping (const std::vector< unsigned int > &E2EMap, const std::vector< unsigned int > &E2NMap, const std::vector< T > &allNodes, unsigned int numDirections, unsigned int elementOrder) |
| | : Check whether the E2N mapping is correct based on the DG indexing. This assumes that StensilSz is 1 More...
|
| |
|
template<typename T > |
| bool | par::test::isSorted (const std::vector< T > &nodes, MPI_Comm comm) |
| |
|
template<typename T > |
| bool | par::test::isUniqueAndSorted (const std::vector< T > &nodes, MPI_Comm comm) |
| |
|
template<typename T > |
| bool | par::test::containsAncestor (const std::vector< T > &nodes, MPI_Comm comm) |
| |
|
template<typename T > |
| bool | par::test::isComplete (const std::vector< T > &nodes, MPI_Comm comm) |
| |
|
template<typename T > |
| bool | ot::test::isLinear (const std::vector< T > &nodes) |
| |
|
template<typename T > |
| bool | ot::test::isBalanced (unsigned int dim, unsigned int maxDepth, char *failFileName, const std::vector< T > &nodes, bool incCorn, unsigned int maxLevDiff) |
| |
|
template<typename T > |
| bool | ot::test::isBalancedInternal (unsigned int dim, unsigned int maxDepth, char *failFileName, const std::vector< T > &nodes, TreeNode holder, bool incCorn, unsigned int maxLevDiff) |
| |
| template<typename T , typename B > |
| bool | ot::test::isBlockListValid (const std::vector< T > &pNodes, std::vector< T > &blockList, unsigned int d_min, unsigned int d_max, unsigned int nBegin, unsigned int nEnd) |
| | for a given sorted 2:1 balanced octree and a block list this procedure checks that for each block, number of octants at level l (reg grid level) cross all blocks should equal to the level l octants across the octree. This ensures that blocks have captured all the octants corresponding to regular grid level l . More...
|
| |
A Set of utilities to test octrees.
- Author
- Rahul S. Sampath, rahul.nosp@m..sam.nosp@m.path@.nosp<EMAIL_ADDRESS>-
Milinda Shayamal Fernando. School of COmputing, University of Utah milin.nosp@m.da@c.nosp@m.s.uta.nosp@m.h.ed.nosp@m.u


softmodem is an audio software modem, that connects your soundcard with a tty.
It logs to a .log file in the current directory, and puts the name of the tty it has opened in a .tty file.
It can be run as normal user, or as root to enable use of -d option. If run as root, it will drop privileges to _sm user, and the opened tty will have _sm ownership.
The options are as follows:
-v
Increase verbosity, one for info and two for debug
-g
Use GUI, if it was compiled in
-c
Indicate that we are the caller modem
-p
Jack should automaticaly connect to the system audio input / output
-d
Create a symbolic link from /dev/sm (or the name used in -n) to the /dev/tty* wich was opened. If used, there will be no sm.tty file created.
-n name
Name that softmodem will have, defaults to sm. It will be used as jack client name, log file name, tty file name, and process name in OpenBSD.
-m modem[,option]
Type of modem to use. You can use v22bis, fsk_v21, fsk_v23 or v27ter. The options must be ordered like the following list and separated by a coma; empty options are allowed. The first value shown here is the default one.
v22bis is a 1200 or 2400 bit per second FSK modem. You can use the following options with it :
signal level
negative value in dB
bitrate
1200 or 2400 bps, fallbacks to 1200
guard tone
1800Hz, 550 or none
fsk_v21 and
fsk_v23 modems are respectively 300 and 75 / 1200 bit per second FSK modems.
fsk_v23 is asymetric, the caller receives at 1200 bps. You can use the following options with them :
signal level
negative value in dB
frame mode
sync, async or n
v27ter is a 2400 or 4800 bit per second DPSK modem. You can use the following options with it :
signal level
negative value in dB
oldtrain
0 or 1, use trained values on restart
v17 is a 7200 to 14400 bit per second QAM modem. You can use the following options with it :
signal level
negative value in dB
bitrate
7200, 9600, 12000 or 14400 bps
shorttrain
0 or 1, use short training sequence
The default is to use a v22bis modem at 1200bps using a 1800Hz guard tone
The modems are restarted when SIGUSR1 is received. The sending queue is flushed and the other side's modem is ordered to do the same on SIGUSR2.


AQUAFRESH- sodium monofluorophosphate paste
AQUAFRESH FRESH N FRUITY- sodium monofluorophosphate paste
GlaxoSmithKline Consumer Healthcare LP
Disclaimer: Most OTC drugs are not reviewed and approved by FDA, however they may be marketed if they comply with applicable regulations and policies. FDA has not evaluated whether this product complies.
sorbitol, water, calcium carbonate, hydrated silica, glycerin, PEG-8, flavor, sodium lauryl sulfate, cellulose gum, titanium dioxide, sodium bicarbonate, sodium saccharin, sodium benzoate, calcium carrageenan, blue 1 lake, red 30 lake
sorbitol, water, calcium carbonate, hydrated silica, glycerin, PEG-8, flavor, sodium lauryl sulfate, cellulose gum, titanium dioxide, sodium bicarbonate, sodium saccharin, calcium carrageenan, sodium benzoate, blue 1 lake, red 30 lake
NDC 0135-0126-02
Aquafresh®
kids
Fluoride Toothpaste
Cavity Protection
BUBBLE MINT
2+ years
ADA Accepted American Dental Association®
NET WT. 4.6 oz (130.4g)
Aquafresh toothpaste fights cavities with fluoride...
freshens breath...
and has a great bubble mint taste, in one complete toothpaste.
ALWAYS FOLLOW THE LABEL
This product contains no sugar, like all ADA-accepted toothpastes.
Aquafresh, the iconic nurdle device and other marks are trademarks of the GlaxoSmithKline group of companies.
Note: If pump doesn't work, hold button down and firmly push up inside base.
"The ADA Council on Scientific Affairs' Acceptance of Aquafresh Kids is based on its finding that the product is effective in helping to prevent and reduce tooth decay, when used as directed."
GlaxoSmithKline
Consumer Healthcare, L.P.
Moon Township, PA 15108
www.aquafresh.com
©2013 GlaxoSmithKline
100023XC
NDC 0135-0534-08
Aquafresh®
kids
Fluoride Toothpaste
CAVITY PROTECTION
2+ YEARS
fresh ‘n fruity
NET WT. 4.6 oz (130.4g)
Aquafresh® toothpaste fights cavities with fluoride…
freshens breath…
and has a great fresh and fruity flavor, in one complete toothpaste
ALWAYS FOLLOW THE LABEL
www.Aquafresh.com
AQUAFRESH, TRIPLE PROTECTION, the iconic Nurdle device and other marks are trademarks of the GlaxoSmithKline group of companies.
Distributed by
GlaxoSmithKline
Consumer Healthcare, L.P.
Moon Township, PA 15108
Made in England
©2013 GlaxoSmithKline
100999XC
|
AQUAFRESH
sodium monofluorophosphate paste | |||||||||||||||||||||||||||||||||||
| |||||||||||||||||||||||||||||||||||
| |||||||||||||||||||||||||||||||||||
| |||||||||||||||||||||||||||||||||||
| |||||||||||||||||||||||||||||||||||
|
|
AQUAFRESH
FRESH N FRUITY sodium monofluorophosphate paste | ||||||||||||||||||||||||||||||||||||
| ||||||||||||||||||||||||||||||||||||
| ||||||||||||||||||||||||||||||||||||
| ||||||||||||||||||||||||||||||||||||
| ||||||||||||||||||||||||||||||||||||
|
| Labeler - GlaxoSmithKline Consumer Healthcare LP (828924212) |
| Establishment | |||
| Name | Address | ID/FEI | Business Operations |
|---|---|---|---|
| Ultradent Products, Inc. | 013369916 | MANUFACTURE(0135-0126), ANALYSIS(0135-0126), PACK(0135-0126), LABEL(0135-0126) |


--- layout: archive title: Zulip Chat Archive permalink: /stream/113488-general/topic/toolchains.20names.html ---
@Sebastian Ullrich could you explain why, depending on the computer, my .elan/toochains/
contains names like 3.4.2
of 3.4.2-x86_64-unknown-linux-gnu
? (with the same settings.toml)
Could the latter be from an older version of elan
?
maybe yes
# 0.5.0 - 2018-04-20 ## Changed - Full toolchain names and their directories do not mention the operating system (the "target triple", to be exact) any more. You may want to delete your old toolchains from `~/.elan/toolchains` to save space.
https://github.com/Kha/elan/blob/master/CHANGELOG.md
thanks
I can confirm that updating elan solves the problem
{% endraw %}Last updated: Apr 24 2020 at 19:02 UTC


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How to travel for Cheap and for a short amount of Time.
Welcome to my Travel blog, I am here to help people who are seeking an adventure they can't afford, due to career, work, commitments; or other responsibilites. Learning to travel for cheap and for a short period amount of time; you will get the chance of a lifetime to explore the world.


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Gecode::Int::GCC::BndImp< View, Card, isView, shared > Class Template Reference
#include <gcc.hh>
Inherits Gecode::Propagator.
Detailed Description
template<class View, class Card, bool isView, bool shared>
class Gecode::Int::GCC::BndImp< View, Card, isView, shared >
Implementation of the bounds consistent global cardinality propagator.
Definition at line 114 of file gcc.hh.
Public Member Functions | |
| virtual size_t | dispose (Space *home) |
| Destructor. | |
| virtual void | flush (void) |
| Flush partial sum data structures. | |
| virtual Actor * | copy (Space *home, bool share) |
| Copy propagator during cloning. | |
| virtual PropCost | cost (void) const |
| Cost funtion returning dynamic PC_LINEAR_HI. | |
| virtual ExecStatus | propagate (Space *home) |
| Perform propagation. | |
Protected Member Functions | |
| BndImp (Space *home, ViewArray< View > &, ViewArray< Card > &, bool, bool, bool) | |
| Constructor for posting. | |
| BndImp (Space *home, bool share, BndImp< View, Card, isView, shared > &p) | |
| Constructor for cloning p. | |
Protected Attributes | |
| ViewArray< View > | x |
| Views on which to perform bounds-propagation. | |
| ViewArray< Card > | k |
| Array containing either fixed cardinalities or CardViews. | |
| PartialSum< Card > * | lps |
| Data structure storing the sum of the views lower bounds Necessary for reasoning about the interval capacities in the propagation algorithm. | |
| PartialSum< Card > * | ups |
| Data structure storing the sum of the views upper bounds. | |
| bool | card_fixed |
| Stores whether cardinalities are all assigned. | |
| bool | card_all |
| Stores whether all values in domains of the x-views are used for cardinality reasoning or whether we only use a subset of them. | |
| bool | skip_lbc |
| Stores whether the minium required occurences of the cardinalities are all zero. If so, we do not need to perform lower bounds propagation. |
Constructor & Destructor Documentation
|
|
Constructor for posting.
|
|
|
Constructor for cloning p.
|
Member Function Documentation
|
|
Destructor.
Reimplemented from Gecode::Actor. |
|
|
Flush partial sum data structures.
Reimplemented from Gecode::Actor. |
|
|
Copy propagator during cloning.
Implements Gecode::Actor. |
|
|
Cost funtion returning dynamic PC_LINEAR_HI.
Implements Gecode::Propagator. |
|
|
Perform propagation.
Implements Gecode::Propagator. |
Member Data Documentation
|
|
Views on which to perform bounds-propagation.
|
|
|
Array containing either fixed cardinalities or CardViews.
|
|
|
Data structure storing the sum of the views lower bounds Necessary for reasoning about the interval capacities in the propagation algorithm.
|
|
|
Data structure storing the sum of the views upper bounds.
|
|
|
Stores whether cardinalities are all assigned. If all cardinalities are assigned the propagation algorithm only has to perform propagation for the upper bounds. |
|
|
Stores whether all values in domains of the x-views are used for cardinality reasoning or whether we only use a subset of them.
|
|
|
Stores whether the minium required occurences of the cardinalities are all zero. If so, we do not need to perform lower bounds propagation.
|
The documentation for this class was generated from the following files:
- gecode/int/gcc.hh (Revision: 3512)
- gecode/int/gcc/bnd.icc (Revision: 3512)


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# coding=utf-8
# Copyright 2019 The Google Research Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
Non-interacting Solver
######################
**Summary**
Solve non-interacting 1d system numerically on a grid
(position-space basis). Each eigenstate will be occupied by one electron.
.. moduleauthor::
`Ryan Pederson<EMAIL_ADDRESS>ORCID: `0000-0002-7228-9478 <https://orcid.org/0000-0002-7228-9478>`_,
`Chris (Jielun) Chen`,
`Li Li`
.. note::
Both solvers (EigenSolver, SparseEigenSolver) here are based on directly
diagonalizing the Hamiltonian matrix.
.. todo::
* Figure out what to do about joint copyright holders (Google + other)
* Clean out unused example rst content in here.
"""
import numpy as np
from scipy import sparse
from scipy.sparse import linalg
from utils import get_dx, quadratic
[docs]class SolverBase:
"""Base Solver for non-interacting 1d system. Subclasses should define
`solve_ground_state` method.
"""
def __init__(self,
grids,
potential_fn=None,
num_electrons=1,
k_point=None,
boundary_condition='open',
n_point_stencil=3,
perturbation=None):
"""Initialize the solver with potential function and grid.
Args:
grids: numpy array of grid points for evaluating 1d potential.
Shape: (num_grids,)
potential_fn: potential function taking grids as argument.
num_electrons: integer, the number of electrons in the system. Must be
greater or equal to 1.
k_point: the k-point in reciprocal space used to evaluate Hamiltonian
for the case of a periodic potential. K should be chosen to be
within the first Brillouin zone.
boundary_condition:
'closed': forward/backward finite difference methods will be used
near the boundaries to ensure the wavefunction is zero at
boundaries. This should only be used when the grid interval is
purposefully small.
'open': all ghost points outside of the grid are set to zero. This
should be used whenever the grid interval is sufficiently large.
Setting to false also results in a faster computational time due
to matrix symmetry.
'periodic': periodic (wrap-around) boundary conditions. Requires
a k_point to be specified.
n_point_stencil: total number of points used in the central finite
difference method. The default 5-points results in a convergence
rate of 4 for most systems. Suggested: use 3-point stencil for
potentials with cusps as n_point_stencil > 3 will not improve
convergence rates.
perturbation: Provide a perturbation operator H' (a matrix) to append
to the non-interacting Hamiltonian, H + H'.
Raises:
ValueError: If num_electrons is less than 1; or num_electrons is not
an integer.
"""
self.k = k_point
self.boundary_condition = boundary_condition
self.n_point_stencil = n_point_stencil
self.grids = grids
self.dx = get_dx(grids)
self.num_grids = len(grids)
self.potential_fn = potential_fn
if self.potential_fn != None:
self.vp = potential_fn(grids)
self.perturbation = perturbation
if not isinstance(num_electrons, int):
raise ValueError('num_electrons is not an integer.')
elif num_electrons < 1:
raise ValueError(
'num_electrons must be greater or equal to 1, but got %d'
% num_electrons)
else:
self.num_electrons = num_electrons
# Solver is unsolved by default.
self._solved = False
[docs] def is_solved(self):
"""Returns whether this solver has been solved."""
return self._solved
[docs] def solve_ground_state(self):
"""Solve ground state. Need to be implemented in subclasses.
Compute attributes:
total_energy, kinetic_energy, potential_energy, density, wave_function.
"""
raise NotImplementedError('Must be implemented by subclass.')
[docs]class EigenSolver(SolverBase):
"""Represents the Hamiltonian as a matrix and diagonalizes it directly.
This is the most stable and accurate eigensolver. Use SparseEigenSolver
for a faster iterative eigensolver.
"""
def __init__(self,
grids,
potential_fn=None,
num_electrons=1,
k_point=None,
boundary_condition='open',
n_point_stencil=3,
perturbation=None):
"""Initialize the solver with potential function and grid.
Args:
See SolverBase for args. discriptions.
"""
super(EigenSolver, self).__init__(grids, potential_fn, num_electrons,
k_point, boundary_condition,
n_point_stencil, perturbation)
self._set_matrices()
def _diagonal_matrix(self, form):
"""Creates diagonal matrix.
Attributes:
form: string, creates identity matrix if form == 'identity'
creates potential matrix if form == 'potential'
"""
if form == 'identity':
return np.eye(self.num_grids, dtype=complex)
elif form == 'potential':
return np.diag(self.vp)
def _set_matrices(self):
"""Sets matrix attributes.
Attributes:
_t_mat: numpy matrix, kinetic matrix in Hamiltonian.
_v_mat: numpy matrix, potential matrix in Hamiltonian.
_h: numpy matrix, Hamiltonian matrix.
"""
# Kinetic matrix
self._t_mat = self.get_kinetic_matrix()
if self.potential_fn != None:
# Potential matrix
self._v_mat = self.get_potential_matrix()
# Hamiltonian matrix
self._h = self._t_mat + self._v_mat
# Perturbation matrix
if self.perturbation is not None:
self._h += self.perturbation
[docs] def update_potential(self, potential_fn):
"""Replace the current potential grids with a new potential grids.
Delete all attributes created by solving eigenvalues, set _solved to
False.
Args:
potential_fn: potential function taking grids as argument.
"""
self.potential_fn = potential_fn
self.vp = potential_fn(self.grids)
# Potential matrix
self._v_mat = self.get_potential_matrix()
# Hamiltonian matrix
self._h = self._t_mat + self._v_mat
# Perturbation matrix
if self.perturbation is not None:
self._h += self.perturbation
if self._solved:
del self.total_energy
del self.wave_function
del self.density
del self.kinetic_energy
del self.potential_energy
del self.eigenvalues
self._solved = False
[docs] def get_kinetic_matrix(self):
"""Kinetic matrix. Here the finite difference method is used to
generate a kinetic energy operator in discrete space while satisfying
desired boundary conditions.
Returns:
`ndarray`: Kinetic matrix with shape (num_grids, num_grids)
"""
# n-point centered difference formula coefficients
# these coefficients are for centered 2-order derivatives
if self.n_point_stencil == 5:
A_central = [-5 / 2, 4 / 3, -1 / 12]
elif self.n_point_stencil == 3:
A_central = [-2., 1.]
else:
raise ValueError(
'n_point_stencil = %d is not supported' % self.n_point_stencil)
mat = self._diagonal_matrix('identity')
# get pentadiagonal KE matrix
idx = np.arange(self.num_grids)
for i, A_n in enumerate(A_central):
mat[idx[i:], idx[i:] - i] = A_n
mat[idx[:-i], idx[:-i] + i] = A_n
# open-boundary
if self.boundary_condition == 'open':
mat = -0.5 * mat / (self.dx * self.dx)
return np.real(mat)
# append end-point forward/backward difference formulas
elif self.boundary_condition == 'closed':
if self.n_point_stencil == 5:
# 0 means the first row, 1 means the second row
# 0/1 are for forward/backward formulas at the end of the grid
A_end_0 = [15 / 4, -77 / 6, 107 / 6, -13., 61 / 12, -5 / 6]
A_end_1 = [5 / 6, -5 / 4, -1 / 3, 7 / 6, -1 / 2, 1 / 12]
elif self.n_point_stencil == 3:
# 0 means the same with 5 point
A_end_0 = [2., -5., 4., -1.]
# replace two ends of the matrix with forward/backward formulas
for i, A_n_0 in enumerate(A_end_0):
mat[0, i] = A_n_0
mat[-1, -1 - i] = A_n_0
if self.n_point_stencil == 5:
for i, A_n_1 in enumerate(A_end_1):
mat[1, i] = A_n_1
mat[-2, -1 - i] = A_n_1
# also change two end points as 0
mat[0, 0] = 0
mat[-1, -1] = 0
mat = -0.5 * mat / (self.dx * self.dx)
return np.real(mat)
# periodic (no end point formulas needed)
elif self.boundary_condition == 'periodic' and self.k is not None:
k = self.k
# assign central FDM formula (without center point)
# also change 2nd-order end points
if self.n_point_stencil == 3:
D1_central = [1 / 2]
mat[0, -1] = 1
mat[-1, 0] = 1
elif self.n_point_stencil == 5:
D1_central = [2 / 3, -1 / 12]
mat[0, -1] = 4 / 3
mat[0, -2] = -1 / 12
mat[1, -1] = -1 / 12
mat[-1, 0] = 4 / 3
mat[-1, 1] = -1 / 12
mat[-2, 0] = -1 / 12
# scale 2nd-order derivative matrix
mat = -0.5 * mat / (self.dx * self.dx)
# create identity matrix
mat1 = 0.5 * (k ** 2) * self._diagonal_matrix('identity')
# add 1st-order derivative matrix to identity
idy = np.arange(self.num_grids)
for i, D1_n in enumerate(D1_central):
j = i + 1
mat1[idy[0:], (idy[0:] - j) % self.num_grids] = \
complex(0., D1_n * k / self.dx)
mat1[idy[0:], (idy[0:] + j) % self.num_grids] = \
complex(0., -D1_n * k / self.dx)
# add all to second order matrix
mat = mat + mat1
return mat
else:
raise ValueError('boundary_condition = %s is not supported' %
self.boundary_condition)
[docs] def get_potential_matrix(self):
"""Potential matrix. A diagonal matrix corresponding to the one-body
potential input.
Returns:
`ndarray`: Potential matrix with shape (num_grids, num_grids)
"""
if self.potential_fn == None:
raise ValueError(
'potential_fn is None, unable to get potential matrix.')
return self._diagonal_matrix('potential')
def _update_ground_state(self, eigenvalues, eigenvectors,
quadratic_function):
"""Helper function to solve_ground_state() method.
Updates the attributes total_energy, wave_function, density,
kinetic_energy, potential_enenrgy and _solved from the eigensolver's
output (w, v).
Args:
eigenvalues: Numpy array with shape [num_eigenstates,], the
eigenvalues in ascending order.
eigenvectors: Numpy array with shape [num_grids, num_eigenstates],
each column eigenvectors[:, i] is the normalized eigenvector
corresponding to the eigenvalue eigenvalues[i].
quadratic_function: Callable, compute the quadratic form of matrix and
vector.
Returns:
self
"""
self.total_energy = 0.
self.wave_function = np.zeros((self.num_electrons, self.num_grids))
self.density = np.zeros(self.num_grids)
self.kinetic_energy = 0.
self.potential_energy = 0.
self.eigenvalues = eigenvalues
for i in range(self.num_electrons):
self.total_energy += eigenvalues[i]
self.wave_function[i] = eigenvectors.T[i] / np.sqrt(self.dx)
self.density += self.wave_function[i] ** 2
self.kinetic_energy += quadratic_function(
self._t_mat, self.wave_function[i]) * self.dx
self.potential_energy += quadratic_function(
self._v_mat, self.wave_function[i]) * self.dx
self._solved = True
return self
[docs] def solve_ground_state(self):
"""Solve ground state by diagonalize the Hamiltonian matrix directly.
Compute attributes:
total_energy, kinetic_energy, potential_energy, density, wave_function.
Returns:
self
"""
if self.potential_fn == None:
raise ValueError(
'potential_fn is None, unable to solve for ground state.')
if (self.boundary_condition == 'open'
or self.boundary_condition == 'periodic'):
eigenvalues, eigenvectors = np.linalg.eigh(self._h)
else:
eigenvalues, eigenvectors = np.linalg.eig(self._h)
idx = eigenvalues.argsort()
eigenvalues = eigenvalues[idx]
eigenvectors = eigenvectors[:, idx]
return self._update_ground_state(eigenvalues, eigenvectors, quadratic)
[docs]class SparseEigenSolver(EigenSolver):
"""Represents the Hamiltonian as a matrix and solve with sparse eigensolver.
This eigensolver is iterative and approximate. It is in general much
faster than EigenSolver but less robust.
"""
def __init__(self,
grids,
potential_fn=None,
num_electrons=1,
k_point=None,
boundary_condition='open',
n_point_stencil=3,
tol=10 ** -6):
"""Initialize the solver with potential function and grid.
Args:
tol: Relative accuracy for eigenvalues (stopping criterion).
See SolverBase for additional args. discriptions.
"""
super(SparseEigenSolver, self).__init__(grids, potential_fn,
num_electrons, k_point,
boundary_condition,
n_point_stencil)
self._tol = tol
def _diagonal_matrix(self, form):
"""Creates diagonal matrix.
Attributes:
form: string, creates identity matrix if form == 'identity'
creates potential matrix if form == 'potential'
"""
if form == 'identity':
return sparse.eye(self.num_grids, dtype=complex, format="lil")
elif form == 'potential':
return sparse.diags(self.vp, offsets=0, format='lil')
def _sparse_quadratic(self, sparse_matrix, vector):
"""Compute quadratic of a sparse matrix and a dense vector.
As of Numpy 1.7, np.dot is not aware of sparse matrices, scipy suggests
to use the matrix dot method: sparse_matrix.dot(vector).
Args:
sparse_matrix: Scipy sparse matrix with shape [dim, dim].
vector: Numpy array with shape [dim].
Returns:
Float, quadratic form of the input matrix and vector.
"""
return np.dot(vector, sparse_matrix.dot(vector))
[docs] def solve_ground_state(self):
"""Solve ground state by sparse eigensolver.
Compute attributes:
total_energy, kinetic_energy, potential_energy, density, wave_function.
Returns:
self
"""
if (self.boundary_condition == 'open'
or self.boundary_condition == 'periodic'):
eigenvalues, eigenvectors = linalg.eigsh(
self._h, k=self.num_electrons,
which='SA', tol=self._tol)
else:
eigenvalues, eigenvectors = linalg.eigs(
self._h, k=self.num_electrons,
which='SR', tol=self._tol)
idx = eigenvalues.argsort()
eigenvalues = eigenvalues[idx]
eigenvectors = eigenvectors[:, idx]
return self._update_ground_state(
eigenvalues, eigenvectors, self._sparse_quadratic)


My first SVG
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Electricity grid mix
A
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DE: Steel from scrap
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File Element
Description
The file element reads a file from the file system, and spits out its unaltered contents to the browser. The file must reside in ./content/web_content/FILENAME.html
Attributes
file
String
The name of the file, minus the trailing .html.
See Also


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BODIES, REST & MOTION A film review by James Berardinelli Copyright 1993 James Berardinelli
Rating: 8.1 out of 10 (B, **1/2= out of ****)
Date Released: 5/93 (varies) Running Length: 1:34 Rated: R (Sexual situations, mature themes, language)
Starring: Phoebe Cates, Bridget Fonda, Tim Roth, Eric Stoltz Director: Michael Steinberg Producers: Allan Mindel, Denise Shaw, and Eric Stoltz Screenplay: Roger Hedden Music: Michael Convertino Released by Fine Line Features
BODIES, REST & MOTION begins with Nick (Tim Roth) announcing to his former girlfriend Carol (Phoebe Cates) that he and his lover Beth (Bridget Fonda) are moving from Enfield, Arizona to Butte, Montana. However, a day before the scheduled move, Nick takes off for an unspecified destination without Beth, saying that he needs to be alone to discover himself. Beth, understandably devastated by the sudden abandonment, finds a measure of solace in Sid (Eric Stoltz), a joint-smoking painter who has arrived to prepare her house for the next tenants. What neither of them counts on is his falling in love with her.
For the most part, BODIES, REST & MOTION confines itself to the often converging, occasionally diverging tales of four twenty-something characters over a forty-eight hour span. There is no real beginning--we're sort of dropped in the middle of a scene and asked to pick things up as we go along--and there's certainly no end. It's what's often called a "slice of life" motion picture, with all of the positives and negatives associated with that sort of movie. The characters are the key, with the plot of secondary importance, and what action there is accomplishes little more than to feed us additional information about one of the four protagonists.
Those who like something significant to happen in their movies will find BODIES, REST & MOTION dull and pedantic. It's a small film about people and how they interact. The most momentous thing that happens in the entire film is the theft of a television set, and there's no tension associated with that event. No one would ever mistake BODIES for a source of thrills and excitement.
It's a joy to watch the slow evolution of the relationships. BODIES is virtually cliche-free for both dialogue and characters. As far as the audience is concerned, these are real people struggling with the same kind of every-day problems and decisions that many of us face. This is not an escapist film, but one invested with an unusually intelligent and incisive perspective on human motivation. There are several instances when the characters get too psychological in their introspection, uttering implausibly-convoluted lines, but other than that, much of this picture is on-target, at least as far as character insight is concerned.
BODIES has an unusual structure, switching back and forth between characters with no apparent reason. There are a few rather bizarre sequences (such as Nick's stop at the Native American-owned gas station, his trip to his parents' house, and the second meeting of Sid and Beth) which contribute to the atypical tone. The movie isn't extreme enough to be considered weird, but "offbeat" is an accurate description.
Finally, Phoebe Cates gets a chance to play an adult role. After giving respectable performances in films like GREMLINS and DROP DEAD FRED, Ms. Cates has at last been cast as a real, three-dimensional person. In a movie that boasts the names of Stoltz, Fonda, and Roth, Cates outshines her co-stars, investing Carol with energy and life.
I did not like the ending. In general, while a movie doesn't have to neatly wrap up all the loose ends, I prefer there to be some indication of completion. BODIES, REST & MOTION has none. The credits come up suddenly, with no previous warning that the movie is about to end. Until the first name rolled from the bottom of the screen, I was sure there was at least ten minutes of footage left. Admittedly, this is a personal preference, since real life often leaves us hanging, and undoubtedly there are some who will love the abruptness of the picture's conclusion.
BODIES, REST & MOTION is a movie for those who like uncomplicated stories about real-seeming characters. There's a lot of motion (hence, the title), but little happens outside the ongoing self-discovery of the four main characters. In an era when many motion pictures are going for "big", it's nice to see well-known actors in a "small" film like this.
- James Berardinelli<EMAIL_ADDRESS>.
The review above was posted to the
rec.arts.movies.reviews newsgroup (de.rec.film.kritiken for German reviews).
The Internet Movie Database accepts no responsibility for the contents of the
review and has no editorial control. Unless stated otherwise, the copyright
belongs to the author.
Please direct comments/criticisms of the review to relevant newsgroups.
Broken URLs inthe reviews are the responsibility of the author.
The formatting of the review is likely to differ from the original due
to ASCII to HTML conversion.
Related links: index of all rec.arts.movies.reviews reviews


|
This tests the repeatCount attribute
Each row in the test shows different rectangles subject to <set> animations with different configurations with regards to the repeatCount attribute. For each row, the animation should be active during the first 5 seconds of the animations where the red rectangle should show in the right column. At five seconds into the animation, all the rectangles should move to their left position.
On the first row, the <set> animation has its dur attribute set to '5s' and its repeatCount unspecified. Consequently, its only interval is (0s <= t < 5s).
On the second row, the <set> animation has its dur attribute set to 1s and its repeatCount set to 5. Consequently, its only interval is (0s <= t < 5s (1s*5)).
On the third row, the <set> animation has its dur attribute set to 10s and its repeatCount set to 0.5. Consequently, its only interval is (0s <= t < 5s (10s*0.5)).
On the fourth row, the <set> animation has its dur attribute set to 1s and its repeatCount set to indefinite. It also has an end attribute set to 5s. Consequently, the repeat duration is indefinite, but the active duration is limited by the end attribute and the active interval is (0s <= t < 5s).


GPS is a space based radio navigation system developed by US defence services. These consist of constellation of 24 earth orbit satellites that transmit microwave signals to a GPS receiver. From these signals the receiver calculates the latitude, longitude, altitude and time for each specific user.


Plugin Information |
|---|
View Mail Watcher on the plugin site for more information. |
Mail watcher plugin
This plugin notifies configured email recipients on various events.
Recipients configuration
Plugin optional configuration section is attached to the watched entity and usually called "Notify when ...".
Configuration accepts list of addresses delimited by comas.
Watched events
Recommended Jenkins version for Mail Watcher Plugin is 1.554. Using earlier version (earlier than 1.551) will cause missing notification for events that was not supported in the particular version.
Job configuration
Notify when Job configuration changes. Recipients are configured at job configuration page. Recipients are notified when one of these events occurs:
Node online status
Notify when Node online status changes. Recipients are configured at node configuration page, section Node Properties. Recipients are notified when one of these events occurs:
Computer configuration offers two recipients lists for users to be notified on either online or offline event.
Implicit notifications
- User is notified when the node he/she put offline becomes available. In other words: last build has finished and no new can be scheduled. (Since 1.551)
Changelog
1.12
- Optimization: Do not compose the message when there are no recipients (JENKINS-27503)
1.11
- Correctly identify node and initiator of computer idle event.
1.10
- Avoid assertion error thrown during maven build (JENKINS-28888)
1.8
- JENKINS-23496: Notify user that put slave temporarily offline that it has become idle
- JENKINS-23555: Fix NPE when no Reply-To address configured
1.7
- JENKINS-23482: Globally configured ReplyTo header is not sent
- JENKINS-20538: No notification for master node going offline (effectively fixed once #1293 is merged to core)
1.6
- JENKINS-20535: Subject for bring a node back online is misleading
- JENKINS-23174: Links for jobs within folders are invalid
1.5
- User identity tracked in 'Initiator' field
- Links to job config history diffs included in messages when plugin installed.


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Maximum member count for the guild.
var MaxMembers?: number
The maximum number of members the guild is allowed to have.


Insert New User
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Gaza Strip
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Jersey
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Bodies of water
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Saint Pierre and Miquelon
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Svalbard
Tromelin Island
Undersea features
Saint Vincent & the Grenadines
West Bank
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STD
*
:
Telephone
*
:
Mobile - 1
*
:
Mobile - 2 :
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Prefer working after marriage ?
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/> Joint Family
/> Nuclear Family
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=$rowRegistration['registration_myfamily']?>
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-
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*
:
Select
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Religion :
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Are you ready for intercaste marriage :
/>Yes
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:
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Employed in :
Select
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Occupation :
Monthly Income :
Sub Group :
/>Deshastha
/>Kokanastha
/>Any
City
*
:
-Select-
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About My Partner :
=$rowPartnerData['partner_aboutpartner']?>
Set Expiry Date
:
From
to


{% extends "layouts/base.html" %} {% block content %}
Here is your Analysis. {{text}}
Here is your Analysis. {{clinic.name}}
Protect yourself and others around you by knowing the facts and taking appropriate precautions. Follow advice provided by your local public health agency.
To prevent the spread of COVID-19:
Clean your hands often. Use soap and water, or an alcohol-based hand rub.
Maintain a safe distance from anyone who is coughing or sneezing.
Don’t touch your eyes, nose or mouth.

Stay home if you feel unwell.
If you have a fever, cough and difficulty breathing, seek medical attention. Call in advance.
Follow the directions of your local health authority.
Avoiding unneeded visits to medical facilities allows healthcare systems to operate more effectively, therefore protecting you and others.


[1]
the lodge for one night recently , out of an original booking of and 3 nights .
[2]
suite -rrb-/-rrb- it is around nzd 200 per night too expensive looking at other local accommodation .


We visualize solutions!
- empower sexy content
- revolutionize 24/365 metrics
- expedite vertical e-business
- facilitate vertical architectures
- transition out-of-the-box e-tailers
- recontextualize 24/365 experiences
- revolutionize intuitive content
- reinvent vertical eyeballs
- iterate collaborative e-commerce


Community
2015.09.10Peers. Tribe. Peeps. Pack. Niche. Whatever name is meaningful to you the takeaway is this: It’s good to have Community.
I spent a brief but priceless interval consulting and conversing with the student community at FHP this afternoon. They were generously and eagerly helping me troubleshoot an App up on Heroku. It was an amazing experience for me.
I am a rather self-sufficient sort. Life-long caretaker personally and former Network Specialist/Sysadmin for 14½ years professionally. I am USED to working without a net. Having to figure stuff out for myself because there is nobody else to turn to. That tends to be my Modus Operandi. It’s my ground state. My normal.
The half hour this afternoon where my fellow students and alumni acted as a sounding board for me was magic. I don’t actually mean in the @chat instance scope per se, I mean in the $chat global or universal scope. Today was inspirational, the hint of tomorrow++ was even more so.
Having folks to cooperatively collaborate with me, sharing of their knowledge and taking the time to toss ideas around with me was an immensely positive experience. I can only hope this is what team development will be like. I have always enjoyed brainstorming and group strategizing. Everyone bringing their strengths to the table and building something grander than the sum of its parts.
I’ve spent a lot of time in the last few years contemplating the act of Finding Your Tribe. And while I can’t say I’m quite there just yet (my day-to-day life is still lacking in like-minded individuals) when it comes to being immersed in a supportive community and the power of that experience to help your dreams take flight I can say for certain that the experience is part of my current learning paradigm1 with the Firehose Project. And today that hit home.
Scott talks about Community starting ~10:46. But watch the whole thing, seriously.
~AMP
1. Heh… Paradigm… also known as a Model.


All About Eve (1950)
Grade: 92
"All About Eve" is a black comedy that cynically skewers the theater, with an outstanding and wicked script. It was nominated for an amazing fourteen Oscars, winning six including Best Picture, Best Director and Best Screenplay. Joseph L. Mankiewicz both directed and adapted the screenplay from Mary Orr's "The Wisdom of Eve".
Bette Davis stars as aging actress Margo Channing, whose long-successful Broadway career is based upon plays written by Lloyd Richards (Hugh Marlowe) and directed by Bill Sampson (Gary Merrill). Bill is also her lover, although their relationship is stormy due to temperamental Davis' insecurity about their age difference (Bill is eight years younger). (Davis and Merrill wed in real life, later in 1950). Margo's best friend is Lloyd's wife Karen (Celeste Holm).
Karen takes pity on a starstruck young woman who keeps hanging around the theater, hoping to get a glipse of Margo. This lovely, ingratiating young woman is Eve (Anne Baxter) who, upon being introduced to Margo, soon becomes her servant and secretary. Gradually it becomes apparent that Eve wishes to become the next Margo Channing, as she tries to take Margo's place in Lloyd's upcoming play, and even tries to steal both Lloyd and Bill. Eve's rise is partly choreographed by sarcastic, cold-hearted theater critic Addison De Witt (George Sanders). Marilyn Monroe, already stereotyped, has a small supporting role as a dim-witted would-be actress.
The script is about as good as it gets. Margo's line "Fasten your seat belts, it's going to be a bumpy night" is the most famous, but in their context many others are just as good. My favorite is Margo's withering comment "All playrights should be dead for 300 years!" Underpinning the script and story is Margo's fear of losing both Bill and her career to the younger, more attractive Eve, while not realizing that even her spoiled diva personality is superior to Eve's fraudulent humility and cunning manipulations. The awards ceremony shown at film's beginning and end epitomizes Eve's (and the theater's?) phoniness, with Eve in her acceptance speech thanking Margo, Lloyd, Bill, and Karen while they in turn watch her with ironical contempt.
<EMAIL_ADDRESS>http://members.tripod.com/~Brian_Koller/movies.html
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5.5 Stupid Query Tricks
We can't end a
chapter on query optimization without looking at some common tricks
that can increase performance of some queries. While these are all
rather specific, you may find techniques that can be applied in other
circumstances.
5.5.1 Two Is Better Than One
Sometimes MySQL doesn't
optimize a seemingly simple query the way you'd
expect. A good example of this behavior occurred in a database used
to track historical stock prices. There are two tables involved:
SymbolHistory and Symbols.
As far as we're concerned, the
Symbols table contains two important fields:
Id and Symbol. The
Id is an auto_increment primary
key. Here's the PriceHistory
table:
mysql> DESCRIBE PriceHistory;
+----------+---------+------+-----+------------+-------+
| Field | Type | Null | Key | Default | Extra |
+----------+---------+------+-----+------------+-------+
| SymbolID | int(11) | | PRI | 0 | |
| Date | date | | PRI | 0000-00-00 | |
| Open | float | | | 0 | |
| High | float | | | 0 | |
| Low | float | | | 0 | |
| Close | float | | | 0 | |
| Volume | float | | | 0 | |
+----------+---------+------+-----+------------+-------+
8 rows in set (0.01 sec)
It has a two-part index on (SymbolID,
Date).
The Symbols table maps stock tickers to numeric
identifiers. It also contains various other bits of metadata about
each security. The PriceHistory table contains the
historical price data. One of the most common queries run against the
data is, "Show me all closing prices for a given
stock sorted from newest to oldest."
To fetch the price history for IBM, the query looks like this:
mysql> EXPLAIN SELECT date_format(Date,'%Y%m%d') as Day, Close
-> FROM Symbols, PriceHistory
-> WHERE Symbols.ID=PriceHistory.SymbolID AND Symbols.Symbol = 'ibm'
-> ORDER BY Date DESC \G
*************************** 1. row ***************************
table: Symbols
type: const
possible_keys: PRIMARY,Symbols_SymbolIDX
key: Symbols_SymbolIDX
key_len: 20
ref: const
rows: 1
Extra: Using filesort
*************************** 2. row ***************************
table: PriceHistory
type: ref
possible_keys: PriceHistory_IDX
key: PriceHistory_IDX
key_len: 4
ref: const
rows: 471
Extra: Using where
2 rows in set (0.01 sec)
Notice the Using filesort in the
EXPLAIN output, which means MySQL will need to
sort all the records based on the date. It turns out that the
Date column is in the index, but MySQL
can't use it directly for sorting because
it's not the first part of a composite index. The
result is a second pass over the rows to return them in the correct
order. That sorting process can be slow when the query is run
hundreds of times each minute on a large variety of stocks, some of
which have thousands of records.
To improve the performance, we need to arrange it so that MySQL can
query the PriceHistory and use the index on the
Date column. The easiest way to do so is to break
it up into two queries using a temporary variable, just like we did
earlier to work around the lack of subselects:
mysql> SELECT @sid := Id FROM Symbols WHERE Symbol = 'ibm';
+------------+
| @sid := Id |
+------------+
| 459378 |
+------------+
1 row in set (0.02 sec)
mysql> EXPLAIN SELECT date_format(Date,'%Y%m%d') as Day, Close
-> FROM PriceHistory WHERE SymbolID = @sid ORDER BY Date DESC \G
*************************** 1. row ***************************
table: PriceHistory
type: ref
possible_keys: PriceHistory_IDX
key: PriceHistory_IDX
key_len: 4
ref: const
rows: 7234
Extra: Using where
1 row in set (0.00 sec)
An improvement like this can often mean the difference between a
CPU-bound server handling 200 queries per second and a partially idle
server handling 700 queries per second. The overhead associated with
performing two queries instead of one is still usually less than that
extra sorting pass.
5.5.2 Unions Instead of ORs
Earlier we used a query like this to
demonstrate that MySQL handles the situation efficiently:
mysql> EXPLAIN SELECT COUNT(*) FROM Headline
-> WHERE ExpireTime >=<PHONE_NUMBER> AND Id <= 5000000 \G
*************************** 1. row ***************************
id: 1
select_type: SIMPLE
table: Headline
type: range
possible_keys: PRIMARY,ExpireTime
key: ExpireTime
key_len: 4
ref: NULL
rows: 12009
Extra: Using where
1 row in set (0.00 sec)
In this example, MySQL uses the ExpireTime index
to fetch a set of rows. It then applies the rest of the
WHERE clause to eliminate those rows with ID
values less than or equal to 5,000,000.
But what if the AND is changed to an
OR condition, and we change it from a
COUNT(*) to something a bit more meaningful?
mysql> EXPLAIN SELECT * FROM Headline
-> WHERE ExpireTime >=<PHONE_NUMBER> OR Id <= 5000000
-> ORDER BY ExpireTime ASC LIMIT 10\G
*************************** 1. row ***************************
id: 1
select_type: SIMPLE
table: Headline
type: ALL
possible_keys: PRIMARY,ExpireTime
key: NULL
key_len: NULL
ref: NULL
rows: 302116
Extra: Using where
1 row in set (0.00 sec)
Uh oh. MySQL has decided to perform a full table scan. Actually
executing the full query (rather than just explaining it) takes
almost three seconds. Let's think about why MySQL
made this choice.
We know that MySQL will use only one index per table per query, and
the Headline table has an index on
Id as well as one on
ExpireTime. So why didn't it pick
either one?
No matter which index MySQL selects, it has to perform a full table
scan to satisfy the other condition. Queries using
OR conditions prevent MySQL from easily
eliminating candidate rows. So rather than use one index to find some
of the rows and then perform the table scan, MySQL decides that
it's faster to simply use a table scan. This is
slated to be fixed in MySQL 5.0.
In a well-normalized database, queries like the previous one tend not
be very common. But when they do occur, they can be real performance
killers. Luckily we can sometimes rewrite them using a
UNION.
To do this, we'll break the query into two queries
that can each use a single index. Then we'll merge
and sort the results. The result looks like this:
(SELECT * FROM Headline WHERE ExpireTime >=<PHONE_NUMBER>
ORDER BY ExpireTime ASC LIMIT 10)
UNION
(SELECT * FROM Headline WHERE Id <= 50000
ORDER BY ExpireTime ASC LIMIT 10)
ORDER BY ExpireTime ASC LIMIT 10
The first query should be able to use the
ExpireTime index while the second one uses the
Id index. We must make sure to ask for the total
number of rows desired (10) in both queries. The
outer ORDER BY and LIMIT
clauses will take care of the final sorting and counting.
It turns out that the UNION-based query runs in
0.02 seconds. That's far faster than the query it
replaces. Just to make sure we understand what MySQL does,
let's explain it:
mysql> EXPLAIN (SELECT * FROM Headline WHERE ExpireTime >=<PHONE_NUMBER>
-> ORDER BY ExpireTime ASC LIMIT 10)
-> UNION
-> (SELECT * FROM Headline WHERE Id <= 50000
-> ORDER BY ExpireTime ASC LIMIT 10)
-> ORDER BY ExpireTime ASC LIMIT 10 \G
*************************** 1. row ***************************
id: 1
select_type: PRIMARY
table: Headline
type: range
possible_keys: ExpireTime
key: ExpireTime
key_len: 4
ref: NULL
rows: 40306
Extra: Using where
*************************** 2. row ***************************
id: 2
select_type: UNION
table: Headline
type: range
possible_keys: PRIMARY
key: PRIMARY
key_len: 4
ref: NULL
rows: 1
Extra: Using where; Using filesort
2 rows in set (0.00 sec)
Not bad at all. The second query needs a file sort operation, but at
least it will use an index to locate all the rows.
|


Learn about a different country each day.
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Gautam Gulati joins cast of Salman Khan’s ‘Radhe’?
by BizAsia Correspondent‘Bigg Boss 8’ winner, Gautam Gulati has reportedly become the latest star to join Salman Khan’s Eid 2020 release ‘Radhe’.
According to Bollywood Hungama, Gulati will be seen in a pivotal role but no details have been revealed about his character.
The film helmed by Prabhudheva, already stars Disha Patani, Zarina Wahab, Jackie Shroff and Randeep Hooda. The shoot recently commenced in Maharashtra.
Khan is currently working on promotions for his next ‘Dabangg 3’, out on 20th December 2019.
Keep it with BizAsiaLive.com for more.


Preparation time
less than 30 mins
Cooking time
30 mins to 1 hour
Serves
Serves 6
Place the potatoes into a saucepan of boiling salted water and boil for seven minutes, then drain and leave to cool.
When the potatoes are cool enough to handle, peel them and grate them into a bowl.
Add the grated beetroot and garlic, season, to taste, with salt and freshly ground black pepper, and mix together well.
Divide and shape the potato mixture into six flat patties, place onto a baking sheet and transfer to the fridge to chill for one hour.
Heat the oil in a large frying pan over a medium-high heat. Add the potato röstis and fry for 4-6 minutes on each side, or until golden-brown all over, then drain on kitchen paper.
For the horseradish sauce, mix the horseradish, crème fraîche and lemon juice together in a clean bowl and season, to taste, with salt and freshly ground black pepper.
To serve, place each rösti onto a plate. Top with a spoonful of horseradish sauce and a piece of salmon, then finish each plate with some sprigs of dill and a lemon wedge.


Working with Javascript has been a week of ups and downs. I feel like the base set of programming skills that I acquired while learning Ruby helped tremendously when it came to learning Javascript. The clearest comparison that I can draw between the two is that Javascript is more simple-construction oriented than Ruby. Ruby was more focused on building data structure as where Javascript is more focused on creating objects and actually manipulating the object values.
In Ruby, semi-complex objects are created using class structure. In Javascript, they are created simply by naming a variable and it's attributes. In ruby, the methods called within the classes are what gave the class itself attributes. In Javascript, it is more straightforward. You basically just make a variable and give it attributes that you can call to get values. Ruby does the same thing essentially, but it felt more convoluted to make and use small sets of data.
The documentation surrounding both was fairly similar.  A lot of the ruby documentation was formatted more clearly, but didn't have the same interactability as the Javascript stuff.
Looping in both languages is essentially the same. Javascript requires more symbols to signify breaks and separation in the code, but it is hardly as issue as the syntax is very consistent. Using for loops in Javascript is a nice touch, as the syntax is just about the same as writing a block in Ruby.
For the most part, the math seems much less convoluted to do in Javascript while writing and editing text is easier to accomplish in Ruby. Again, that more than likely comes down to Ruby being a language that is used to set up framework as opposed to doing hard calcuations like Python or something.


class: center, middle, inverse, title-slide # Building Reproducible and Replicable Projects ## R Workflows ### Daniel Chen
@chendaniely
### NYR Conference 2019
https://github.com/chendaniely/rstatsnyc_2019-workflow
--- class: inverse
hi!
  --- class: inverse # I'm Daniel .pull-left[  ] .pull-right[ - PhD Student: Virginia Tech - Instructor - Data Scientist - Community Member - RStudio Intern! - Author:    ] ---    --- class: inverse # Caves! ### Ginnie Springs, FL .pull-left[  ] .pull-right[  ] - https://www.submergedscuba.com/ - http://www.scuba.org.vt.edu/ --- # Continuing the DCR 2018 Story    https://youtu.be/UQHz38s3DyA --- # Previously... ### Structuring Your Data Science Projects We are happy when our code just runs R has given us the tools to make your projects more structured and organized Many people converge on very similar project templates It doesn't matter where you are in your learning path ## tl;dr > I just want stuff to run the first time around --- .pull-left[ # In sum... 1. Use R 2. Make a project 3. Organize the project into folders and use `here::here()` to get project relative paths 4. Break up scripts into smaller pieces 5. RMarkdown for things you want to show 6. Put functions in `R` so your analysis is package ready and write `Makefiles`, shell scripts, or other build scripts and link your projects to scholarship so your figures and tables are always up to date ] .pull-right[    ] --- # Where we originally started 1. A (billboard) dataset 2. A script that had everything in it https://github.com/chendaniely/rstatsdc_2018-structure/blob/master/01-just_starting_out/analysis.R --- # Reproducibility vs Replicability - **reproducibility** - the extent to which consistent results are obtained when an experiment is repeated - **replicability** - the ability of a scientific experiment or trial to be repeated to obtain a consistent result --- ```bash ☺ find . -type f -not -path './.Rproj*' ./analysis/billboard_eda/03-eda.Rmd ./analysis/billboard_eda/02-01-clean.R ./analysis/billboard_eda/02-02-tidy.R ./analysis/billboard_eda/02-03-normalize.R ./analysis/billboard_eda/01-load.R ./analysis/billboard_eda/04-model.Rmd ./Makefile ./output/billboard_reports/03-eda.html ./output/billboard_reports/04-model.html ./output/billboard_model_plots/coefs_predict_rank_week.png ./output/billboard_model_plots/coefs_predict_rank_week_no_intercept.png ./output/billboard_model_plots/coefs_predict_rank_week_artist_sorted.png ./output/billboard_model_plots/coefs_predict_rank_week_artist.png ./output/billboard_rank_plots/avg_rnk_by_week.png ./output/billboard_rank_plots/avg_rnk_by_month.png ./output/billboard_rank_plots/avg_rank_by_week_across_months.png ./data/original/billboard.csv ./data/processed/billboard/billboard_clean.csv ./data/processed/billboard/billboard.csv ./data/processed/billboard/.gitkeep ./data/processed/billboard/songs.csv ./data/processed/billboard/billboard_tidy.csv ./data/processed/billboard/rank.csv ./ex-01-make.Rproj ``` --- # Running scripts from command line - Running form the root project directory ```bash $ Rscript ./analysis/billboard_eda/01-load.R ``` - Running the script with `here` and `rprojroot` libraries ```bash $ cd ./analysis/billboard_eda $ Rscript 01-load.R ``` - Background the script ```bash $ nohup Rscript 01-load.R & ``` --- # Jobs tab in RStudio! .pull-left[    ] .pull-right[    ]    --- # Build scripts (Make) A task consists of: ``` target: dependency1 dependency2 action1 action2 ``` --- # Build scripts (Make) ```make BILLBOARD=./analysis/billboard_eda/ all : commands ## commands : show all commands. commands : @grep -E '^##' Makefile | sed -e 's/## //g' ## billboard_eda : re-generate billboard eda analsyis billboard_eda : Rscript ${BILLBOARD}/01* Rscript ${BILLBOARD}/02-01* Rscript ${BILLBOARD}/02-02* Rscript ${BILLBOARD}/02-03* Rscript -e "rmarkdown::render(here::here('./analysis/billboard_eda/03-eda.Rmd'), output_dir = './output/billboard_reports')" Rscript -e "rmarkdown::render(here::here('./analysis/billboard_eda/04-model.Rmd'), output_dir = './output/billboard_reports')" ## clean : clean up junk files. clean : find data/processed/ -type f -name '*.csv' | xargs rm find analysis/ type f -name '*.html' | xargs rm ``` --- # File inputs | file | input | |------------------- |------------------------------------------------- | | 01-load.R | './data/original/billboard.csv' | | 02-01-clean.R | './data/processed/billboard/billboard.csv' | | 02-02-tidy.R | './data/processed/billboard/billboard_clean.csv' | | 02-03-normalize.R | './data/processed/billboard/billboard_tidy.csv' | | 03-eda.Rmd | './data/processed/billboard/rank.csv' | | 04-model.Rmd | './data/processed/billboard/billboard_tidy.csv' | --- # File outputs | file | output | |-------- |------------------------ | | 01-load.R |'./data/processed/billboard/billboard.csv' | | 02-01-clean.R | './data/processed/billboard/billboard_clean.csv' | | 02-02-tidy.R | './data/processed/billboard/billboard_tidy.csv' | | 02-03-normalize.R | './data/processed/billboard//songs.csv'; ./data/processed/billboard/rank.csv | | 03-eda.Rmd | './output/billboard_rank_plots/avg_rnk_by_week.png'; ./output/billboard_rank_plots/avg_rnk_by_month.png; ./output/billboard_rank_plots/avg_rank_by_week_across_months.png | | 04-model.Rmd | './output/billboard_model_plots/coefs_predict_rank_week.png'; ./output/billboard_model_plots/coefs_predict_rank_week_no_intercept.png; ./output/billboard_model_plots/coefs_predict_rank_week_artist.png | ./output/billboard_model_plots/coefs_predict_rank_week_artist_sorted.png | --- class: center # Draw your build scripts (Make)  --- # Build scripts (Make) -- "better" Variables ```make BILLBOARD=./analysis/billboard_eda DO=./data/original DP_BILLBOARD=./data/processed/billboard O_BILLBOARD_PLOTS=./output/billboard_rank_plots O_BILLBOARD_REPORTS=./output/billboard_reports ``` --- # Build scripts (Make) -- "better" tidy ```make ## tidy : make tidy dataset for analysis .PHONY: tidy tidy: $(DP_BILLBOARD)/billboard_tidy.csv \ $(DP_BILLBOARD)/songs.csv \ $(DP_BILLBOARD)/rank.csv $(DP_BILLBOARD)/billboard.csv: $(DO)/billboard.csv $(BILLBOARD)/01-load.R Rscript $(BILLBOARD)/01-load.R $(DP_BILLBOARD)/billboard_clean.csv: $(DP_BILLBOARD)/billboard.csv \ $(BILLBOARD)/02-01*.R Rscript $(BILLBOARD)/02-01*.R $(DP_BILLBOARD)/billboard_tidy.csv: $(DP_BILLBOARD)/billboard_clean.csv \ $(BILLBOARD)/02-02*.R Rscript $(BILLBOARD)/02-02*.R $(DP_BILLBOARD)/songs.csv: $(DP_BILLBOARD)/billboard_tidy.csv \ $(BILLBOARD)/02-03*.R Rscript $(BILLBOARD)/02-03*.R $(DP_BILLBOARD)/rank.csv: $(DP_BILLBOARD)/billboard_tidy.csv \ $(BILLBOARD)/02-03*.R Rscript $(BILLBOARD)/02-03*.R ``` --- # Build scripts (Make) -- "better" eda and model ```make ## eda : create the eda report .PHONY: eda eda: $(DP_BILLBOARD)/rank.csv \ $(O_BILLBOARD_REPORTS)/03-eda.html $(O_BILLBOARD_REPORTS)/03-eda.html: $(BILLBOARD)/03-eda.Rmd Rscript -e "rmarkdown::render(here::here('./analysis/billboard_eda/03-eda.Rmd'), output_dir = './output/billboard_reports')" ## model : create the model report .PHONY: model model: $(DP_BILLBOARD)/billboard_tidy.csv \ $(O_BILLBOARD_REPORTS)/04-model.html ``` --- # Build scripts (Make) -- "better" eda and model ```make ## eda : create the eda report .PHONY: eda eda: $(DP_BILLBOARD)/rank.csv \ $(O_BILLBOARD_REPORTS)/03-eda.html $(O_BILLBOARD_REPORTS)/03-eda.html: $(BILLBOARD)/03-eda.Rmd Rscript -e "rmarkdown::render(here::here('./analysis/billboard_eda/03-eda.Rmd'), output_dir = './output/billboard_reports')" ## model : create the model report .PHONY: model model: $(DP_BILLBOARD)/billboard_tidy.csv \ $(O_BILLBOARD_REPORTS)/04-model.html ``` --- # Build scripts (Make) -- "better" reports ```make ## reports : create the eda and model reports .PHONY: reports reports: $(O_BILLBOARD_REPORTS)/03-eda.html \ $(O_BILLBOARD_REPORTS)/04-model.html ## tidy_and_reports: run the entire tidy and report pipeline .PHONY: tidy_and_reports tidy_and_reports: tidy reports ``` --- ```bash make -f Makefile2 clean make -f Makefile2 tidy_and_reports # make -f Makefile2 tidy # make -f Makefile2 reports ``` --- # Introducing ... drake! ```r # Install the latest stable release from CRAN. install.packages("drake") ``` - Just like `make` it will only run scripts for things that are out-of-date. - If something does not need to be re-run, it won't re-run it. - The manual: https://ropenscilabs.github.io/drake-manual - The docs: https://ropensci.github.io/drake/ --- # But... It's not exactly like make - drake plan: data frame with columns named target and command - target: R object - command: expression to produce it --- # A drake plan ```r plan <- drake_plan( raw_data = readxl::read_excel(file_in("raw_data.xlsx")), data = raw_data %>% mutate(Species = forcats::fct_inorder(Species)), hist = create_plot(data), fit = lm(Sepal.Width ~ Petal.Width + Species, data), report = rmarkdown::render( knitr_in("report.Rmd"), output_file = file_out("report.html"), quiet = TRUE ) ) plan #> # A tibble: 5 x 2 #> target command #> <chr> <expr> #> 1 raw_data readxl::read_excel(file_in("raw_data.xlsx")) … #> 2 data raw_data %>% mutate(Species = forcats::fct_inorder(Species)) … #> 3 hist create_plot(data) … #> 4 fit lm(Sepal.Width ~ Petal.Width + Species, data) … #> 5 report rmarkdown::render(knitr_in("report.Rmd"), output_file = file_ou… ``` --- # What about all my scripts? ### drake plans rely more on in-memory functions ```r bad_plan <- drake_plan( my_data = source(file_in("get_data.R")), my_analysis = source(file_in("analyze_data.R")), my_summaries = source(file_in("summarize_data.R")) ) ``` --- # I personally can't use this - I'd have to re-write all my scripts - Patch really bad code - wrapping each of my scripts around a funciton call - still need to point out my inputs and outputs --- # Instead of just complaining... - Project I'm working on this summer (RStudio) -- `grader` - Automatically grade student's code given solution code and report why/where the code is wrong - Given a script, what are the file inputs and outputs - More than just string extration --- # The plan - Use Abstract Syntax Trees (ASTs) ```r library(lobstr) ast(a + b + c) #> █─`+` #> ├─█─`+` #> │ ├─a #> │ └─b #> └─c ``` - Use implement my find input/output script dectector - Make my workflow work in `drake`? --- class: center, middle, inverse # Thanks! @chendaniely Slides: https://github.com/chendaniely/rstatsnyc_2019-workflow


Below you can see the status report for the vocabularies included in the last generation of vocab.linkeddata.es.
| Ontology | Status | Problem |
|---|---|---|
| http://linked.earth/ontology/archive/1.0.0 | Error | Error: title or description missing from vocabulary; |
| http://linked.earth/ontology/observation/1.0.0 | Error | Error: title or description missing from vocabulary; |
| http://linked.earth/ontology/sensor/1.0.0 | Error | Error: title or description missing from vocabulary; |
| http://linked.earth/ontology/instrument/1.0.0 | Error | Error: title or description missing from vocabulary; |
| http://linked.earth/ontology/inferredVariable/1.0.0 | Error | Error: title or description missing from vocabulary; |
| http://disk-project.org/ontology/omics | Error | Error: the vocabulary could not be loaded or processed; |
| http://disk-project.org/ontology/hypothesis | Error | Error: the vocabulary could not be loaded or processed; |
| http://www.wings-workflows.org/ontology/component.owl | Error | Error: title or description missing from vocabulary; |
| http://www.wings-workflows.org/ontology/execution.owl | Error | Error: title or description missing from vocabulary; |
| http://www.wings-workflows.org/ontology/workflow.owl | Error | Error: title or description missing from vocabulary; |
| https://w3id.org/enigma/cohort/ | Error | Error: title or description missing from vocabulary; |
| https://w3id.org/enigma/core/ | Error | Error: title or description missing from vocabulary; |
| https://w3id.org/enigma/organization/1.0.0 | Error | Error: title or description missing from vocabulary; |
| https://w3id.org/enigma/person/ | Error | Error: title or description missing from vocabulary; |
| https://w3id.org/enigma/project/ | Error | Error: title or description missing from vocabulary; |
| https://w3id.org/enigma/roles/ | Error | Error: title or description missing from vocabulary; |
| http://ontosoft.org/softwareCategories | Error | Error: title or description missing from vocabulary; |
| http://purl.org/net/p-plan | Warning | Warning: A license was not found for vocabulary; |
| http://linked.earth/ontology | Sucess | No errors |
| http://linked.earth/ontology/core/1.2.0 | Sucess | No errors |
| https://w3id.org/disk/ontology/enigma_hypothesis | Sucess | No errors |
| http://disk-project.org/ontology/disk | Sucess | No errors |
| https://w3id.org/mint/modelCatalog | Sucess | No errors |
| https://w3id.org/mint/commons | Sucess | No errors |
| https://w3id.org/enigma/scanner/ | Sucess | No errors |
| http://ontosoft.org/software | Sucess | No errors |
| http://purl.org/net/wf-fd | Sucess | No errors |
| http://purl.org/net/wf-invocation | Sucess | No errors |
| http://purl.org/net/wf-motifs | Sucess | No errors |
| http://www.opmw.org/model/OPMW/ | Sucess | No errors |


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Heinz K. Klein and Michael D. Myers
Unread
Discuss how interpretive field research approaches can have methodological defensibility.
"Interpretive research
can help IS researchers to understand human
thought and action in social and organizational
contexts; it has the potential to produce deep
insights into information systems phenomena
including the management of information systems
and information systems development."
"This article is our response to some of these questions and suggests a set of principles for the conduct and evaluation of interpretive field research in information systems."
"One of the key contributions of the research methods stream in IS research has been the formulation of a set of methodological principles for case studies that were consistent with the conventions of positivism (Benbasat et al. 1987; Lee 1989; Yin 1994). As a result, case study research is now accepted as a valid research strategy within the IS research community."
"This paper will do the same for interpretive field research, but from the philosophical perspective of hermeneutics."
"there are many other forms of interpretivism that are not necessarily hermeneutic (such as postmodernism or deconstructionism"
"It is important to explicitly define what we mean
by interpretive research. This is especially so
given that often no clear distinction is made
between "qualitative" and "interpretive" re-
search."
"if one follows Chua's (1986) classification of research epistemologies into positivist, interpretive, and critical, qualitative research can be done with a positivist, interpretive, or critical stance."
"IS research can be classified as critical if the main task is seen as being one of social critique, whereby the restrictive and alienating conditions of the status quo are brought to light."
Recommended by Patrick Stacey as part of the upgrade panel finalised document.


This page allows you to create your own personal contexts. These cannot be managed by other users tagged in the photo and should represent any other scenarios you feel are sensitive.


GHOST WORLD A film review by Steve Rhodes Copyright 2001 Steve Rhodes RATING (0 TO ****): ***
"I'm sick of everybody," angst-filled teen Enid (Thora Birch, AMERICAN BEAUTY) tells her older soul mate Seymour (Steve Buscemi). "Why can't I just do what I want?" Looking her straight in the eye, he shoots back the obvious question in reply, "What do you want?"
The problem with Enid and her joined-at-the-hip-since-childhood friend Rebecca (Scarlett Johansson) is that they don't have a clue as to what they want. The only thing that they're sure of is what they don't want, and that is to be like everyone else. The opening line in GHOST WORLD, a coming of age drama with dark comedic undertones, summarizes the position of the rest of the world, the world that sarcastic teens Enid and Rebecca reject. "High school is like the training wheels for the bicycle of real life," their wheelchair-bound valedictorian lectures the students. Enid and Rebecca couldn't be happier to be rid of high school. They just wish that they could abandon real life.
Although the acting is flawless, the script isn't. Flashes of brilliance are interrupted by sections in which the story wanders aimlessly. These flaws are easily forgiven since the movie is so sharp when it clicks. Still, I have trouble understanding the absolutely rave reviews that many are giving the movie since this is far from a masterpiece. Although I liked it and, indeed, recommend it, it is a candidate for my list of the most overrated films of the year.
The movie is based on Daniel Clowes's comic book story of the same name, and he and director Terry Zwigoff share the screenwriting credits. Buscemi plays a character whom the girls initially torment with an act of random cruelty in order to pass the time. The director's previous film was the documentary CRUMB about controversial comic book writer Robert Crumb. The casting of Buscemi might be considered something of an inside joke given his resemblance to Crumb.
The girls, who try to dress as uncool as possible in combat boots and miniskirts, see Seymour as someone who will be fun to ridicule. His hobby is collecting old 78s. How uncool is that? Then it hits Enid, Seymour is one of them. "He's such a clueless dork," she tells Rebecca. "He's kind of cool."
In my favorite side story, Illeana Douglas plays Roberta, Enid's art teacher. Roberta puts down anything remotely resembling traditional art. Enid's cartoon drawings are quickly ridiculed as not being substantial. Roberta is impressed by another student's wire clothes hanger "art" because of the student's message. These half-dozen, randomly bent hangers represent nothing less than "a woman's right to choose."
GHOST WORLD runs a little long at 1:51. It is rated R for "strong language and some sexual content" and would be acceptable for teenagers.
My son Jeffrey, age 12, who didn't find anything in movie to interest him, gave it just 1/2 of a star. He thought it was boring.
The film is playing in nationwide release now in the United States. In the Silicon Valley, it is showing at the Camera Cinemas.
Web: http://www.InternetReviews.com Email<EMAIL_ADDRESS>Want free reviews and weekly movie and video recommendations via Email? Just send me a letter with the word "subscribe" in the subject line.
========== X-RAMR-ID: 29353 X-Language: en X-RT-ReviewID: 246278 X-RT-TitleID: 1109008 X-RT-SourceID: 703 X-RT-AuthorID: 1271 X-RT-RatingText: 3/4
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Related links: index of all rec.arts.movies.reviews reviews


--- layout: page title: Contact tags: [contact] date: 2019-01-12 comments: false ---
Let's get in touch here pushkaaw@gmail.com


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PART 2. [OLD] GUARDIANS OF THE PERSON OF MINORS--REPEALED
§§560:5-201 to 560:5-212 REPEALED. L 2004, c 161, §37.


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---
layout: post
title: InDesign storyboard template
date: '2017-10-11T11:30:17+02:00'
categories:
- Templates
picture_url: https://film-Storyboards.tumblr.com/post/166292701399/this-is-an-indesign-Storyboards-template-on-din-a4
---
This is an InDesign Storyboards template on DIN A4 vertical (portrait) page. For 1.85:1 aspect ratio (Widescreen) Storyboards, with 5 frames per sheet. The layout draws inspiration from the beautiful Storyboards from Studio Ghibli. You can either edit the layout with Adobe InDesign or print it out as it is to work on paper, the old school way (no cheating).
Boxes:
The first column indicates cuts. Use it to number your shots—you can have several pictures for the same shot. The second and main column stands for screen. That’s where you draw or place your pictures. Then a space for your script notes: action, dialogue, etc. The last column, time, is for annotating the duration of your shots in seconds.
To work from InDesign, duplicate the page you want to use. To import your drawings, place your pictures into the frames that belong to the Images layer. Resize as you see fit. You can use the Rule of Third guides in locked layer to help you reframe your compositions. Change the template as you see fit to make it your own. Fill in the header, add your credit and project details, add your production title or logo… And that’s it, your presentation is ready for print or screen.
IDML (InDesign Markup) format is compatible with all InDesign versions from CS4 to CC 2019.
FYI: Since the document grid corresponds to the 1.85:1 aspect ratio, you can build variations with ease. The smallest module is 22,895 by 12,376 points. Its height matches the document body text’s leading—in case you’d like to type text. Use the Page-Master for pagination, the A-Master for a clean sheet.
You can always hide the baseline grid and/or the document grid for clarity. (View > Grids & Guides > Show Baseline Grid & Hide Baseline Grid.) You may need the font Avenir installed on your machine to work with text, but you can use another font.
I hope this template will save you time and help you design beautiful Storyboards!
You can also get a free version of this template in PDF format.


Master's thesis presentation
Johannes Mikulasch
Advisor: Christian Kerl
August 21, 2015
Slides: github.com/johannesmik/thesis-presentation
Department of Informatics, Technische Universität München
Can we improve depth and material information?
Kinect One
512 $\times$ 424 px depth image (real-time).
512 $\times$ 424 px infrared image.
1920 $\times$ 1080 px color image.
Image: ifixit.com teardown
Time of Flight cameras
Round trip time $ t $ of a light burst gives distance $ d =\frac{c \cdot t}{2} $
But light is fast, thus precision is challenging
$\Delta d = 1~mm \Longrightarrow \Delta t = 6.\bar{6}~ ps.$
$\ldots$ and no intensity image.
Time of Flight cameras
Measure phase shift $\varphi$ of an intensity modulated, continuous light signal
$$ t = \frac{\varphi}{2 f_{mod} \pi} \Longrightarrow d = \frac{c \varphi}{4 f_{mod} \pi}. $$
Time of Flight cameras
material color image $\nLeftrightarrow$ material infrared image
Time of Flight cameras
Time of Flight cameras
precision, cost,
Synthetic datasets of color, depth, infrared images
Dataset creation
OpenGL3 and Python
Fragment shaders:
diffuse, specular, normal, depth, data
Load extern .obj
with textures
Camera free animatable
Material estimation
$k_d$: diffuse reflectivity
$k_s$: specular reflectivity
$n$: hardness
\begin{align} I =& I_{\text{in}} k_d \cos \theta + I_{\text{in}} k_s \left(\cos \theta'\right)^n \end{align}
Dataset creation
A specular sphere.
Monkey Suzanne (blender): diffuse face, specular eyes.
Dataset creation
Three spheres, one diffuse, two specular.
Three Boxes, same materials as the spheres.
Dataset creation
Ground truth known
Easy to create new scenes
Noise and artifacts are not realistic
Cluster color and depth using k-means
Relate surface normals to infrared intensity
Fit the Phong model through it
$\Longrightarrow$ Estimate material properties $k_d$, $k_s$, $n$ for each cluster.
Material estimation
k-means to find cluster centers $\vec{\mu}$ of 6-dimensional data $\vec{x}$:
Material estimation
\begin{equation} I_k = \sum_{i}^{k} \sum_{j, c(j) = i} \parallel \vec{x}_j - \mu_i \parallel_2^2. \end{equation} \begin{equation} \hat{k} = \underset{k}{\mathrm{argmin~}} k \qquad\text{subject to} \qquad \frac{I_{k+1}}{I_{k}} > \tau \end{equation}
Material estimation
Normals calculated from depth image
Light direction / viewing direction is known
Obtain data pairs $(\Theta_h, \mathcal{I})$ for each pixel in each cluster
Material estimation
A constrained optimization fits the Phong model through data
$\Longrightarrow$ gives $k_d$, $k_s$ and $n$ value for each cluster
Material estimation
Material estimation
Böhme et al. (2008) proposed this for a diffuse relighting model.
Extend this to specular relighting model.
Böhme et al. (2008), Shading constraint improves accuracy of time-of-flight measurements.
Optimization
boils down to optimizing this energy:
A non-linear conjugate gradient minimization was used.
Optimization
Python and PyCUDA
Performance critical code in CUDA
Huge speedup over initial implementation on the CPU/OpenGL
Energy derivative: central difference
Optimization
The first experiment
compares diffuse and specular optimizations.
Optimization
Optimization
Optimization
Comparing RMSE improvement
RMSE (ground, initial) $\leftrightarrow$ RMSE (ground, optimized)
| Improvement | |
|---|---|
| $\mathcal{D}$ | - 1.6 % |
| $I(\mathcal{D}, \mathcal{M})$ | 13.8% |
| $k_d$ | - 31.4 % |
| Improvement | |
|---|---|
| $\mathcal{D}$ | - 5.08 % |
| $I(\mathcal{D}, \mathcal{M})$ | 18.1 |
| $k_d$ | - 44.2 % |
| $k_s$ | - 2.1 % |
$\Longrightarrow$ tune free parameters $\sigma_d^2$, $\sigma_i^2$, $w_d$, and $w_m$.
Optimization
Evaluate on real data.
Optimization
Optimization
Thanks for your attention!


{% extends "layout.html" %} {% block page_title %} Money Claims Prototype {% endblock %} {% block proposition_header %} {% set my_account="2" %} {% include "includes/propositional_navigation.html" %} {% endblock %} {% block content %} {% include "includes/phase_banner_beta.html" %} Back Free telephone mediation This claim has been automatically registered for free telephone mediation. Find out how mediation works We'll contact you with an appointment, unless Jan Clark chooses to opt out of mediation. You'll only speak to a mediator about the claim, not to Jan Clark. I don't want to try mediation {% include 'prototypes/prototype-oct-2018/includes/contact.html' %} {% endblock %}
This claim has been automatically registered for free telephone mediation.
Find out how mediation works
We'll contact you with an appointment, unless Jan Clark chooses to opt out of mediation.
You'll only speak to a mediator about the claim, not to Jan Clark.
I don't want to try mediation


785 S Tracy Blvd, Tracy, CA 95376 1880 W 11th St, Tracy, CA 95376
| 785 S Tracy Blvd, Tracy, CA 95376 Mon-Fri 8:00AM-7:00PM, Sat 9:00AM-5:00PM, Sunday closed<PHONE_NUMBER><EMAIL_ADDRESS>|
| 1880 W 11th St, Tracy, CA 95376 Mon-Fri 8:00AM-7:00PM, Sat 9:00AM-5:00PM, Sunday closed<PHONE_NUMBER><EMAIL_ADDRESS>|


{% extends "movietrailer/headeraside.html" %} {% block content %} {% load static %}
| Movie Title | Movie Year | Movie Genre | Movie Actor | Movie Synopsis |
|---|---|---|---|---|
| {{ movie.title }} | {{ movie.year }} | {{ movie.genres }} | {{movie.main_actor}} | {{ movie.storyline }} | Sorry, no Movies where found for this letter we are adding more each day. | {% endfor %}