76 |
77 |
78 | {%- endblock body_header -%}
79 |
80 | {%- block body_loop -%}
81 | {% if resources.theme == 'dark' %}
82 |
83 | {% else %}
84 |
85 | {% endif %}
86 | {{ super() }}
87 |
88 | {%- endblock body_loop -%}
89 |
90 | {%- block body_footer -%}
91 |
92 |
93 |
94 |
95 | {{ super() }}
96 | {{ resources.include_js("static/materialize.min.js") }}
97 | {%- endblock body_footer -%}
98 |
99 | {%- endblock body -%}
100 |
--------------------------------------------------------------------------------
/setup.py:
--------------------------------------------------------------------------------
1 | import sys
2 | import os
3 | from setuptools import setup
4 | from setuptools.command.develop import develop
5 | import contextlib
6 |
7 | pjoin = os.path.join
8 |
9 |
10 | # these are based on jupyter_core.paths
11 | def jupyter_config_dir():
12 | """Get the Jupyter config directory for this platform and user.
13 |
14 | Returns JUPYTER_CONFIG_DIR if defined, else ~/.jupyter
15 | """
16 |
17 | env = os.environ
18 | home_dir = get_home_dir()
19 |
20 | if env.get('JUPYTER_NO_CONFIG'):
21 | return _mkdtemp_once('jupyter-clean-cfg')
22 |
23 | if env.get('JUPYTER_CONFIG_DIR'):
24 | return env['JUPYTER_CONFIG_DIR']
25 |
26 | return pjoin(home_dir, '.jupyter')
27 |
28 |
29 | def user_dir():
30 | homedir = os.path.expanduser('~')
31 | # Next line will make things work even when /home/ is a symlink to
32 | # /usr/home as it is on FreeBSD, for example
33 | homedir = os.path.realpath(homedir)
34 | if sys.platform == 'darwin':
35 | return os.path.join(homedir, 'Library', 'Jupyter')
36 | elif os.name == 'nt':
37 | appdata = os.environ.get('APPDATA', None)
38 | if appdata:
39 | return os.path.join(appdata, 'jupyter')
40 | else:
41 | return os.path.join(jupyter_config_dir(), 'data')
42 | else:
43 | # Linux, non-OS X Unix, AIX, etc.
44 | xdg = env.get("XDG_DATA_HOME", None)
45 | if not xdg:
46 | xdg = pjoin(home, '.local', 'share')
47 | return pjoin(xdg, 'jupyter')
48 |
49 |
50 | class DevelopCmd(develop):
51 | prefix_targets = [
52 | ("nbconvert/templates", 'material'),
53 | ("voila/templates", 'material')
54 | ]
55 | def run(self):
56 | target_dir = os.path.join(sys.prefix, 'share', 'jupyter')
57 | if '--user' in sys.prefix: # TODO: is there a better way to find out?
58 | target_dir = user_dir()
59 | target_dir = os.path.join(target_dir)
60 |
61 | for prefix_target, name in self.prefix_targets:
62 | source = os.path.join('share', 'jupyter', prefix_target, name)
63 | target = os.path.join(target_dir, prefix_target, name)
64 | target_subdir = os.path.dirname(target)
65 | if not os.path.exists(target_subdir):
66 | os.makedirs(target_subdir)
67 | rel_source = os.path.relpath(os.path.abspath(source), os.path.abspath(target_subdir))
68 | try:
69 | os.remove(target)
70 | except:
71 | pass
72 | print(rel_source, '->', target)
73 | os.symlink(rel_source, target)
74 |
75 | super(DevelopCmd, self).run()
76 |
77 |
78 | # WARNING: all files generates during setup.py will not end up in the source distribution
79 | data_files = []
80 | # Add all the templates
81 | for (dirpath, dirnames, filenames) in os.walk('share/jupyter/'):
82 | if filenames:
83 | data_files.append((dirpath, [os.path.join(dirpath, filename) for filename in filenames]))
84 |
85 |
86 | setup(
87 | name='voila-material',
88 | version="0.4.3",
89 | description="Material design template for voila",
90 | data_files=data_files,
91 | include_package_data=True,
92 | author='Voila Development Team',
93 | license="BSD-3-Clause",
94 | install_requires=['voila>=0.2.1,<0.6.0'],
95 | url='https://github.com/voila-dashboards/voila-material',
96 | keywords=[
97 | 'ipython',
98 | 'jupyter',
99 | 'widgets',
100 | 'voila'
101 | ],
102 | packages=[],
103 | cmdclass={
104 | 'develop': DevelopCmd,
105 | }
106 | )
107 |
--------------------------------------------------------------------------------
/share/jupyter/voila/templates/material/base.html:
--------------------------------------------------------------------------------
1 | {% macro spinner() -%}
2 |
3 |
4 |
image/svg+xml voila spin
5 |
6 | {{ caller() }}
7 |
8 | {%- endmacro %}
9 |
10 |
11 |
12 |
13 | {{ include_css("static/materialize.min.css") }}
14 |
15 |
16 |
63 |
64 |
65 |
98 |
99 | {% block head %}
100 | {% endblock %}
101 |
102 |
103 |
104 |
105 |
106 | {% block body %}
107 | {% endblock %}
108 |
109 | {{ include_js("static/materialize.min.js") }}
110 |
111 |
112 |
--------------------------------------------------------------------------------
/share/jupyter/nbconvert/templates/material/static/voila_logo.svg:
--------------------------------------------------------------------------------
1 |
BLEU-fond-transparent-2
--------------------------------------------------------------------------------
/share/jupyter/nbconvert/templates/material/static/voila_logo_bleu.svg:
--------------------------------------------------------------------------------
1 |
BLEU-fond-transparent
--------------------------------------------------------------------------------
/gradient_descent.ipynb:
--------------------------------------------------------------------------------
1 | {
2 | "cells": [
3 | {
4 | "cell_type": "markdown",
5 | "metadata": {},
6 | "source": [
7 | "## Notebook copied from https://github.com/ChakriCherukuri/mlviz"
8 | ]
9 | },
10 | {
11 | "cell_type": "markdown",
12 | "metadata": {},
13 | "source": [
14 | "
Gradient Descent \n",
15 | "* Given a the multi-variable function $\\large {F(x)}$ differentiable in a neighborhood of a point $\\large a$\n",
16 | "* $\\large F(x)$ decreases fastest if one goes from $\\large a$ in the direction of the negative gradient of $\\large F$ at $\\large a$, $\\large -\\nabla{F(a)}$\n",
17 | "\n",
18 | "
Gradient Descent Algorithm: \n",
19 | "* Choose a starting point, $\\large x_0$\n",
20 | "* Choose the sequence $\\large x_0, x_1, x_2, ...$ such that\n",
21 | "$ \\large x_{n+1} = x_n - \\eta \\nabla(F(x_n) $\n",
22 | "\n",
23 | "So convergence of the gradient descent depends on the starting point $\\large x_0$ and the learning rate $\\large \\eta$"
24 | ]
25 | },
26 | {
27 | "cell_type": "code",
28 | "execution_count": null,
29 | "metadata": {},
30 | "outputs": [],
31 | "source": [
32 | "from time import sleep\n",
33 | "\n",
34 | "import numpy as np\n",
35 | "\n",
36 | "from ipywidgets import *\n",
37 | "import bqplot.pyplot as plt\n",
38 | "from bqplot import Toolbar"
39 | ]
40 | },
41 | {
42 | "cell_type": "code",
43 | "execution_count": null,
44 | "metadata": {},
45 | "outputs": [],
46 | "source": [
47 | "f = lambda x: np.exp(-x) * np.sin(5 * x)\n",
48 | "df = lambda x: -np.exp(-x) * np.sin(5 * x) + 5 * np.cos(5 *x) * np.exp(-x)"
49 | ]
50 | },
51 | {
52 | "cell_type": "code",
53 | "execution_count": null,
54 | "metadata": {},
55 | "outputs": [],
56 | "source": [
57 | "x = np.linspace(0.5, 2.5, 500)\n",
58 | "y = f(x)"
59 | ]
60 | },
61 | {
62 | "cell_type": "code",
63 | "execution_count": null,
64 | "metadata": {},
65 | "outputs": [],
66 | "source": [
67 | "def update_sol_path(x, y):\n",
68 | " with sol_path.hold_sync():\n",
69 | " sol_path.x = x\n",
70 | " sol_path.y = y\n",
71 | " \n",
72 | " with sol_points.hold_sync():\n",
73 | " sol_points.x = x\n",
74 | " sol_points.y = y"
75 | ]
76 | },
77 | {
78 | "cell_type": "code",
79 | "execution_count": null,
80 | "metadata": {},
81 | "outputs": [],
82 | "source": [
83 | "def gradient_descent(x0, f, df, eta=.1, tol=1e-6, num_iters=10):\n",
84 | " x = [x0]\n",
85 | " i = 0\n",
86 | " \n",
87 | " while i < num_iters:\n",
88 | " x_prev = x[-1]\n",
89 | " grad = df(x_prev)\n",
90 | " x_curr = x_prev - eta * grad\n",
91 | " x.append(x_curr)\n",
92 | " sol_lbl.value = sol_lbl_tmpl.format(x_curr)\n",
93 | " sleep(.5)\n",
94 | " \n",
95 | " update_sol_path(x, [f(i) for i in x])\n",
96 | " \n",
97 | " if np.abs(x_curr - x_prev) < tol:\n",
98 | " break\n",
99 | " i += 1"
100 | ]
101 | },
102 | {
103 | "cell_type": "code",
104 | "execution_count": null,
105 | "metadata": {
106 | "scrolled": false
107 | },
108 | "outputs": [],
109 | "source": [
110 | "txt_layout = Layout(width='150px')\n",
111 | "x0_box = FloatText(description='x0', layout=txt_layout, value=2.4)\n",
112 | "eta_box = FloatText(description='Learning Rate', \n",
113 | " style={'description_width':'initial'}, \n",
114 | " layout=txt_layout, value=.1)\n",
115 | "\n",
116 | "go_btn = Button(description='GO', button_style='success', layout=Layout(width='50px'))\n",
117 | "reset_btn = Button(description='Reset', button_style='success', layout=Layout(width='100px'))\n",
118 | "\n",
119 | "sol_lbl_tmpl = 'x = {:.4f}'\n",
120 | "sol_lbl = Label()\n",
121 | "sol_lbl.layout.width = '300px'\n",
122 | "\n",
123 | "# plot of curve and solution\n",
124 | "fig_layout = Layout(width='720px', height='500px')\n",
125 | "fig = plt.figure(layout=fig_layout, title='Gradient Descent', display_toolbar=True)\n",
126 | "fig.pyplot = Toolbar(figure=fig)\n",
127 | "\n",
128 | "curve = plt.plot(x, y, colors=['dodgerblue'], stroke_width=2)\n",
129 | "sol_path = plt.plot([], [], colors=['#ccc'], opacities=[.7])\n",
130 | "sol_points = plt.plot([], [], 'mo', default_size=20)\n",
131 | "\n",
132 | "def optimize():\n",
133 | " f.marks = [curve]\n",
134 | " gradient_descent(x0_box.value, f, df, eta=eta_box.value)\n",
135 | "\n",
136 | "def reset():\n",
137 | " curve.scales['x'].min = .4\n",
138 | " curve.scales['x'].max = 2.5\n",
139 | " \n",
140 | " curve.scales['y'].min = -.5\n",
141 | " curve.scales['y'].max = .4\n",
142 | " sol_path.x = sol_path.y = []\n",
143 | " sol_points.x = sol_points.y = []\n",
144 | " sol_lbl.value = ''\n",
145 | " \n",
146 | "go_btn.on_click(lambda btn: optimize())\n",
147 | "reset_btn.on_click(lambda btn: reset())\n",
148 | "\n",
149 | "final_fig = VBox([fig, fig.pyplot], \n",
150 | " layout=Layout(overflow_x='hidden'))\n",
151 | "HBox([final_fig, VBox([x0_box, eta_box, go_btn, reset_btn, sol_lbl])])"
152 | ]
153 | }
154 | ],
155 | "metadata": {
156 | "kernelspec": {
157 | "display_name": "Python 3",
158 | "language": "python",
159 | "name": "python3"
160 | },
161 | "language_info": {
162 | "codemirror_mode": {
163 | "name": "ipython",
164 | "version": 3
165 | },
166 | "file_extension": ".py",
167 | "mimetype": "text/x-python",
168 | "name": "python",
169 | "nbconvert_exporter": "python",
170 | "pygments_lexer": "ipython3",
171 | "version": "3.7.3"
172 | }
173 | },
174 | "nbformat": 4,
175 | "nbformat_minor": 1
176 | }
177 |
--------------------------------------------------------------------------------
/gaussian_process_regression.ipynb:
--------------------------------------------------------------------------------
1 | {
2 | "cells": [
3 | {
4 | "cell_type": "markdown",
5 | "metadata": {},
6 | "source": [
7 | "## Notebook copied from https://github.com/ChakriCherukuri/mlviz"
8 | ]
9 | },
10 | {
11 | "cell_type": "markdown",
12 | "metadata": {},
13 | "source": [
14 | "
Multi-variate Gaussian Distribution \n",
15 | "\n",
16 | "The multivariate normal distribution of a k-dimensional random vector $ \\large X =(X_{1},\\ldots ,X_{k})^{T}$ is given by:
\n",
17 | "$ \\large X \\sim N \\boldsymbol (\\mu, \\boldsymbol \\Sigma) $\n",
18 | "with k-dimensional mean vector
\n",
19 | "$ \\large \\boldsymbol \\mu = E[X] = [E[X_{1}], E[X_{2}],\\ldots , E[X_{k}]]^{T} $\n",
20 | "\n",
21 | "and $ \\large k \\times k $ covariance matrix $\\large \\Sigma $\n",
22 | "\n",
23 | "
Gaussian Process \n",
24 | "* GP is Gaussian distribution over functions. We are learning a *distribution* from empirical data\n",
25 | "* Start with prior $\\large f_{prior} \\sim N (\\boldsymbol 0, \\boldsymbol K) $\n",
26 | "* Compute the posterior from training samples by doing a bayesian update
\n",
27 | "$ \\large f_{posterior} \\sim N \\boldsymbol (\\mu_{*}, \\Sigma_{*}) $ where
\n",
28 | "$ \\large \\mu_* = K_* K^{-1} y $
\n",
29 | "$ \\large \\Sigma_* = K_{∗∗} − K_∗ K^{−1} K^T $\n"
30 | ]
31 | },
32 | {
33 | "cell_type": "code",
34 | "execution_count": null,
35 | "metadata": {},
36 | "outputs": [],
37 | "source": [
38 | "import numpy as np\n",
39 | "from ipywidgets import *\n",
40 | "import bqplot.pyplot as plt\n",
41 | "from bqplot import *"
42 | ]
43 | },
44 | {
45 | "cell_type": "code",
46 | "execution_count": null,
47 | "metadata": {},
48 | "outputs": [],
49 | "source": [
50 | "def squared_exponential(x1, x2, sigma=1., l=1.):\n",
51 | " z = (x1 - x2[:, np.newaxis]) / l\n",
52 | " return sigma**2 * np.exp(-.5 * z ** 2)"
53 | ]
54 | },
55 | {
56 | "cell_type": "code",
57 | "execution_count": null,
58 | "metadata": {},
59 | "outputs": [],
60 | "source": [
61 | "def gp_regression(X_train, y_train, X_test,\n",
62 | " kernel=squared_exponential,\n",
63 | " sigma_noise=.1,\n",
64 | " params=dict(sigma=1., l=1.)):\n",
65 | " # compute the kernel matrices for train, train_test, test combinations\n",
66 | " K = kernel(X_train, X_train, **params)\n",
67 | " K_s = kernel(X_train, X_test, **params)\n",
68 | " K_ss = kernel(X_test, X_test, **params)\n",
69 | " \n",
70 | " n, p = len(X_train), len(X_test)\n",
71 | " \n",
72 | " # compute the posterior mean and cov\n",
73 | " mu_s = np.dot(K_s, np.linalg.solve(K + sigma_noise**2 * np.eye(n), y_train))\n",
74 | " cov_s = K_ss - np.dot(K_s, np.linalg.solve(K + sigma_noise**2 * np.eye(n), K_s.T))\n",
75 | " \n",
76 | " # prior and posterior moments\n",
77 | " mu_prior, cov_prior = np.zeros(p), K_ss\n",
78 | " mu_post, cov_post = mu_s, cov_s + sigma_noise**2\n",
79 | " \n",
80 | " return dict(prior=(mu_prior, cov_prior), \n",
81 | " posterior=(mu_post, cov_post))"
82 | ]
83 | },
84 | {
85 | "cell_type": "code",
86 | "execution_count": null,
87 | "metadata": {},
88 | "outputs": [],
89 | "source": [
90 | "kernel = squared_exponential\n",
91 | "params = dict(sigma=1., l=1.)\n",
92 | "\n",
93 | "X_test = np.arange(-5, 5, .05)\n",
94 | "p = len(X_test)\n",
95 | "K_ss = kernel(X_test, X_test, **params)\n",
96 | "mu_prior, cov_prior = np.zeros(p), K_ss\n",
97 | "\n",
98 | "N = 5\n",
99 | "f_priors = np.random.multivariate_normal(mu_prior, cov_prior, N)"
100 | ]
101 | },
102 | {
103 | "cell_type": "code",
104 | "execution_count": null,
105 | "metadata": {
106 | "scrolled": true
107 | },
108 | "outputs": [],
109 | "source": [
110 | "fig_margin=dict(top=60, bottom=40, left=50, right=0)\n",
111 | "\n",
112 | "fig = plt.figure(title='Gaussian Process Regression', \n",
113 | " layout=Layout(width='1000px', height='600px'),\n",
114 | " fig_margin=fig_margin)\n",
115 | "\n",
116 | "plt.scales(scales={'x': LinearScale(min=-5, max=5),\n",
117 | " 'y': LinearScale(min=-5, max=5)})\n",
118 | "\n",
119 | "train_scat = plt.scatter([], [], colors=['salmon'], \n",
120 | " enable_move=True,\n",
121 | " interactions={'click': 'add'},\n",
122 | " marker_size=1, marker='square')\n",
123 | "\n",
124 | "prior_lines = plt.plot(X_test, f_priors, stroke_width=1, colors=['#ccc'])\n",
125 | "posterior_lines = plt.plot(X_test, [], stroke_width=1)\n",
126 | "\n",
127 | "mean_line = plt.plot(X_test, [], 'm')\n",
128 | "std_bands = plt.plot(X_test, [],\n",
129 | " fill='between',\n",
130 | " fill_colors=['orange'],\n",
131 | " fill_opacities=[.2], stroke_width=0)\n",
132 | "plt.xlabel('X')\n",
133 | "plt.ylabel('Y')\n",
134 | "\n",
135 | "# reset btn\n",
136 | "reset_button = Button(description='Reset Points', button_style='success')\n",
137 | "reset_button.layout.margin = '20px 0px 0px 70px'\n",
138 | "\n",
139 | "# controls for the plot\n",
140 | "f_priors_cb = Checkbox(description='Display 5 Priors?')\n",
141 | "f_posteriors_cb = Checkbox(description='Display 5 Posteriors?')\n",
142 | "std_bands_cb = Checkbox(description='Display Std Bands?')\n",
143 | "check_boxes = [f_priors_cb, f_posteriors_cb, std_bands_cb]\n",
144 | "\n",
145 | "# link widgets\n",
146 | "_ = jslink((f_priors_cb, 'value'), (prior_lines, 'visible'))\n",
147 | "_ = jslink((f_posteriors_cb, 'value'), (posterior_lines, 'visible'))\n",
148 | "_ = jslink((std_bands_cb, 'value'), (std_bands, 'visible'))\n",
149 | "\n",
150 | "def update_reg_line(change):\n",
151 | " global mu_post, sig_post\n",
152 | " \n",
153 | " fig.animation_duration = 0\n",
154 | " X_train = train_scat.x\n",
155 | " y_train = train_scat.y\n",
156 | " \n",
157 | " fig.animation_duration = 1000\n",
158 | "\n",
159 | " gp_res = gp_regression(X_train, y_train, X_test, sigma_noise=0.04)\n",
160 | " mu_post, cov_post = gp_res['posterior']\n",
161 | " \n",
162 | " # simulate N samples from the posterior distribution\n",
163 | " posterior_lines.y = np.random.multivariate_normal(mu_post, cov_post, N)\n",
164 | " sig_post = np.sqrt(np.diag(cov_post))\n",
165 | "\n",
166 | " # update the regression line to the mean of the posterior distribution\n",
167 | " mean_line.y = mu_post\n",
168 | " \n",
169 | " # update the std bands to +/- 2 sigmas from the posterior mean\n",
170 | " std_bands.y = [mu_post - 2 * sig_post, mu_post + 2 * sig_post]\n",
171 | "\n",
172 | "train_scat.observe(update_reg_line, names=['x', 'y'])\n",
173 | "\n",
174 | "def reset_points(*args):\n",
175 | " with train_scat.hold_trait_notifications():\n",
176 | " train_scat.x = []\n",
177 | " train_scat.y = []\n",
178 | "reset_button.on_click(lambda btn: reset_points())\n",
179 | "\n",
180 | "fig.on_displayed(update_reg_line)\n",
181 | "VBox([fig, VBox(check_boxes + [reset_button])])"
182 | ]
183 | }
184 | ],
185 | "metadata": {
186 | "kernelspec": {
187 | "display_name": "Python 3",
188 | "language": "python",
189 | "name": "python3"
190 | },
191 | "language_info": {
192 | "codemirror_mode": {
193 | "name": "ipython",
194 | "version": 3
195 | },
196 | "file_extension": ".py",
197 | "mimetype": "text/x-python",
198 | "name": "python",
199 | "nbconvert_exporter": "python",
200 | "pygments_lexer": "ipython3",
201 | "version": "3.7.3"
202 | }
203 | },
204 | "nbformat": 4,
205 | "nbformat_minor": 2
206 | }
207 |
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/share/jupyter/nbconvert/templates/material/static/materialize.min.css:
--------------------------------------------------------------------------------
1 | /*!
2 | * Materialize v1.0.0 (http://materializecss.com)
3 | * Copyright 2014-2017 Materialize
4 | * MIT License (https://raw.githubusercontent.com/Dogfalo/materialize/master/LICENSE)
5 | */
6 | .materialize-red{background-color:#e51c23 !important}.materialize-red-text{color:#e51c23 !important}.materialize-red.lighten-5{background-color:#fdeaeb !important}.materialize-red-text.text-lighten-5{color:#fdeaeb !important}.materialize-red.lighten-4{background-color:#f8c1c3 !important}.materialize-red-text.text-lighten-4{color:#f8c1c3 !important}.materialize-red.lighten-3{background-color:#f3989b !important}.materialize-red-text.text-lighten-3{color:#f3989b !important}.materialize-red.lighten-2{background-color:#ee6e73 !important}.materialize-red-text.text-lighten-2{color:#ee6e73 !important}.materialize-red.lighten-1{background-color:#ea454b !important}.materialize-red-text.text-lighten-1{color:#ea454b !important}.materialize-red.darken-1{background-color:#d0181e !important}.materialize-red-text.text-darken-1{color:#d0181e !important}.materialize-red.darken-2{background-color:#b9151b !important}.materialize-red-text.text-darken-2{color:#b9151b 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7 | * Waves v0.6.0
8 | * http://fian.my.id/Waves
9 | *
10 | * Copyright 2014 Alfiana E. Sibuea and other contributors
11 | * Released under the MIT license
12 | * https://github.com/fians/Waves/blob/master/LICENSE
13 | */.waves-effect{position:relative;cursor:pointer;display:inline-block;overflow:hidden;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-tap-highlight-color:transparent;vertical-align:middle;z-index:1;-webkit-transition:.3s ease-out;transition:.3s ease-out}.waves-effect .waves-ripple{position:absolute;border-radius:50%;width:20px;height:20px;margin-top:-10px;margin-left:-10px;opacity:0;background:rgba(0,0,0,0.2);-webkit-transition:all 0.7s ease-out;transition:all 0.7s ease-out;-webkit-transition-property:opacity, -webkit-transform;transition-property:opacity, -webkit-transform;transition-property:transform, opacity;transition-property:transform, opacity, -webkit-transform;-webkit-transform:scale(0);transform:scale(0);pointer-events:none}.waves-effect.waves-light .waves-ripple{background-color:rgba(255,255,255,0.45)}.waves-effect.waves-red .waves-ripple{background-color:rgba(244,67,54,0.7)}.waves-effect.waves-yellow 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yellow-fade-in-out{from{opacity:0}40%{opacity:0}50%{opacity:1}75%{opacity:1}76%{opacity:0}}@keyframes yellow-fade-in-out{from{opacity:0}40%{opacity:0}50%{opacity:1}75%{opacity:1}76%{opacity:0}}@-webkit-keyframes green-fade-in-out{from{opacity:0}65%{opacity:0}75%{opacity:1}90%{opacity:1}100%{opacity:0}}@keyframes green-fade-in-out{from{opacity:0}65%{opacity:0}75%{opacity:1}90%{opacity:1}100%{opacity:0}}.gap-patch{position:absolute;top:0;left:45%;width:10%;height:100%;overflow:hidden;border-color:inherit}.gap-patch .circle{width:1000%;left:-450%}.circle-clipper{display:inline-block;position:relative;width:50%;height:100%;overflow:hidden;border-color:inherit}.circle-clipper .circle{width:200%;height:100%;border-width:3px;border-style:solid;border-color:inherit;border-bottom-color:transparent !important;border-radius:50%;-webkit-animation:none;animation:none;position:absolute;top:0;right:0;bottom:0}.circle-clipper.left .circle{left:0;border-right-color:transparent !important;-webkit-transform:rotate(129deg);transform:rotate(129deg)}.circle-clipper.right .circle{left:-100%;border-left-color:transparent !important;-webkit-transform:rotate(-129deg);transform:rotate(-129deg)}.active .circle-clipper.left .circle{-webkit-animation:left-spin 1333ms cubic-bezier(0.4, 0, 0.2, 1) infinite both;animation:left-spin 1333ms cubic-bezier(0.4, 0, 0.2, 1) infinite both}.active .circle-clipper.right .circle{-webkit-animation:right-spin 1333ms cubic-bezier(0.4, 0, 0.2, 1) infinite both;animation:right-spin 1333ms cubic-bezier(0.4, 0, 0.2, 1) infinite both}@-webkit-keyframes left-spin{from{-webkit-transform:rotate(130deg)}50%{-webkit-transform:rotate(-5deg)}to{-webkit-transform:rotate(130deg)}}@keyframes left-spin{from{-webkit-transform:rotate(130deg);transform:rotate(130deg)}50%{-webkit-transform:rotate(-5deg);transform:rotate(-5deg)}to{-webkit-transform:rotate(130deg);transform:rotate(130deg)}}@-webkit-keyframes right-spin{from{-webkit-transform:rotate(-130deg)}50%{-webkit-transform:rotate(5deg)}to{-webkit-transform:rotate(-130deg)}}@keyframes right-spin{from{-webkit-transform:rotate(-130deg);transform:rotate(-130deg)}50%{-webkit-transform:rotate(5deg);transform:rotate(5deg)}to{-webkit-transform:rotate(-130deg);transform:rotate(-130deg)}}#spinnerContainer.cooldown{-webkit-animation:container-rotate 1568ms linear infinite,fade-out 400ms cubic-bezier(0.4, 0, 0.2, 1);animation:container-rotate 1568ms linear infinite,fade-out 400ms cubic-bezier(0.4, 0, 0.2, 1)}@-webkit-keyframes fade-out{from{opacity:1}to{opacity:0}}@keyframes fade-out{from{opacity:1}to{opacity:0}}.slider{position:relative;height:400px;width:100%}.slider.fullscreen{height:100%;width:100%;position:absolute;top:0;left:0;right:0;bottom:0}.slider.fullscreen ul.slides{height:100%}.slider.fullscreen ul.indicators{z-index:2;bottom:30px}.slider .slides{background-color:#9e9e9e;margin:0;height:400px}.slider .slides li{opacity:0;position:absolute;top:0;left:0;z-index:1;width:100%;height:inherit;overflow:hidden}.slider .slides li img{height:100%;width:100%;background-size:cover;background-position:center}.slider .slides li .caption{color:#fff;position:absolute;top:15%;left:15%;width:70%;opacity:0}.slider .slides li .caption p{color:#e0e0e0}.slider .slides li.active{z-index:2}.slider .indicators{position:absolute;text-align:center;left:0;right:0;bottom:0;margin:0}.slider .indicators .indicator-item{display:inline-block;position:relative;cursor:pointer;height:16px;width:16px;margin:0 12px;background-color:#e0e0e0;-webkit-transition:background-color .3s;transition:background-color .3s;border-radius:50%}.slider .indicators .indicator-item.active{background-color:#4CAF50}.carousel{overflow:hidden;position:relative;width:100%;height:400px;-webkit-perspective:500px;perspective:500px;-webkit-transform-style:preserve-3d;transform-style:preserve-3d;-webkit-transform-origin:0% 50%;transform-origin:0% 50%}.carousel.carousel-slider{top:0;left:0}.carousel.carousel-slider .carousel-fixed-item{position:absolute;left:0;right:0;bottom:20px;z-index:1}.carousel.carousel-slider .carousel-fixed-item.with-indicators{bottom:68px}.carousel.carousel-slider .carousel-item{width:100%;height:100%;min-height:400px;position:absolute;top:0;left:0}.carousel.carousel-slider .carousel-item h2{font-size:24px;font-weight:500;line-height:32px}.carousel.carousel-slider .carousel-item p{font-size:15px}.carousel .carousel-item{visibility:hidden;width:200px;height:200px;position:absolute;top:0;left:0}.carousel .carousel-item>img{width:100%}.carousel .indicators{position:absolute;text-align:center;left:0;right:0;bottom:0;margin:0}.carousel .indicators .indicator-item{display:inline-block;position:relative;cursor:pointer;height:8px;width:8px;margin:24px 4px;background-color:rgba(255,255,255,0.5);-webkit-transition:background-color .3s;transition:background-color .3s;border-radius:50%}.carousel .indicators .indicator-item.active{background-color:#fff}.carousel.scrolling .carousel-item .materialboxed,.carousel .carousel-item:not(.active) .materialboxed{pointer-events:none}.tap-target-wrapper{width:800px;height:800px;position:fixed;z-index:1000;visibility:hidden;-webkit-transition:visibility 0s .3s;transition:visibility 0s .3s}.tap-target-wrapper.open{visibility:visible;-webkit-transition:visibility 0s;transition:visibility 0s}.tap-target-wrapper.open .tap-target{-webkit-transform:scale(1);transform:scale(1);opacity:.95;-webkit-transition:opacity 0.3s cubic-bezier(0.42, 0, 0.58, 1),-webkit-transform 0.3s cubic-bezier(0.42, 0, 0.58, 1);transition:opacity 0.3s cubic-bezier(0.42, 0, 0.58, 1),-webkit-transform 0.3s cubic-bezier(0.42, 0, 0.58, 1);transition:transform 0.3s cubic-bezier(0.42, 0, 0.58, 1),opacity 0.3s cubic-bezier(0.42, 0, 0.58, 1);transition:transform 0.3s cubic-bezier(0.42, 0, 0.58, 1),opacity 0.3s cubic-bezier(0.42, 0, 0.58, 1),-webkit-transform 0.3s cubic-bezier(0.42, 0, 0.58, 1)}.tap-target-wrapper.open .tap-target-wave::before{-webkit-transform:scale(1);transform:scale(1)}.tap-target-wrapper.open .tap-target-wave::after{visibility:visible;-webkit-animation:pulse-animation 1s cubic-bezier(0.24, 0, 0.38, 1) infinite;animation:pulse-animation 1s cubic-bezier(0.24, 0, 0.38, 1) infinite;-webkit-transition:opacity .3s,
visibility 0s 1s,
-webkit-transform .3s;transition:opacity .3s,
visibility 0s 1s,
-webkit-transform .3s;transition:opacity .3s,
transform .3s,
visibility 0s 1s;transition:opacity .3s,
transform .3s,
visibility 0s 1s,
-webkit-transform .3s}.tap-target{position:absolute;font-size:1rem;border-radius:50%;background-color:#ee6e73;-webkit-box-shadow:0 20px 20px 0 rgba(0,0,0,0.14),0 10px 50px 0 rgba(0,0,0,0.12),0 30px 10px -20px rgba(0,0,0,0.2);box-shadow:0 20px 20px 0 rgba(0,0,0,0.14),0 10px 50px 0 rgba(0,0,0,0.12),0 30px 10px -20px rgba(0,0,0,0.2);width:100%;height:100%;opacity:0;-webkit-transform:scale(0);transform:scale(0);-webkit-transition:opacity 0.3s cubic-bezier(0.42, 0, 0.58, 1),-webkit-transform 0.3s cubic-bezier(0.42, 0, 0.58, 1);transition:opacity 0.3s cubic-bezier(0.42, 0, 0.58, 1),-webkit-transform 0.3s cubic-bezier(0.42, 0, 0.58, 1);transition:transform 0.3s cubic-bezier(0.42, 0, 0.58, 1),opacity 0.3s cubic-bezier(0.42, 0, 0.58, 1);transition:transform 0.3s cubic-bezier(0.42, 0, 0.58, 1),opacity 0.3s cubic-bezier(0.42, 0, 0.58, 1),-webkit-transform 0.3s cubic-bezier(0.42, 0, 0.58, 1)}.tap-target-content{position:relative;display:table-cell}.tap-target-wave{position:absolute;border-radius:50%;z-index:10001}.tap-target-wave::before,.tap-target-wave::after{content:'';display:block;position:absolute;width:100%;height:100%;border-radius:50%;background-color:#ffffff}.tap-target-wave::before{-webkit-transform:scale(0);transform:scale(0);-webkit-transition:-webkit-transform .3s;transition:-webkit-transform .3s;transition:transform .3s;transition:transform .3s, -webkit-transform .3s}.tap-target-wave::after{visibility:hidden;-webkit-transition:opacity .3s,
visibility 0s,
-webkit-transform .3s;transition:opacity .3s,
visibility 0s,
-webkit-transform .3s;transition:opacity .3s,
transform .3s,
visibility 0s;transition:opacity .3s,
transform .3s,
visibility 0s,
-webkit-transform .3s;z-index:-1}.tap-target-origin{top:50%;left:50%;-webkit-transform:translate(-50%, -50%);transform:translate(-50%, -50%);z-index:10002;position:absolute !important}.tap-target-origin:not(.btn):not(.btn-large):not(.btn-small),.tap-target-origin:not(.btn):not(.btn-large):not(.btn-small):hover{background:none}@media only screen and (max-width: 600px){.tap-target,.tap-target-wrapper{width:600px;height:600px}}.pulse{overflow:visible;position:relative}.pulse::before{content:'';display:block;position:absolute;width:100%;height:100%;top:0;left:0;background-color:inherit;border-radius:inherit;-webkit-transition:opacity .3s, -webkit-transform .3s;transition:opacity .3s, -webkit-transform .3s;transition:opacity .3s, transform .3s;transition:opacity .3s, transform .3s, -webkit-transform .3s;-webkit-animation:pulse-animation 1s cubic-bezier(0.24, 0, 0.38, 1) infinite;animation:pulse-animation 1s cubic-bezier(0.24, 0, 0.38, 1) infinite;z-index:-1}@-webkit-keyframes pulse-animation{0%{opacity:1;-webkit-transform:scale(1);transform:scale(1)}50%{opacity:0;-webkit-transform:scale(1.5);transform:scale(1.5)}100%{opacity:0;-webkit-transform:scale(1.5);transform:scale(1.5)}}@keyframes pulse-animation{0%{opacity:1;-webkit-transform:scale(1);transform:scale(1)}50%{opacity:0;-webkit-transform:scale(1.5);transform:scale(1.5)}100%{opacity:0;-webkit-transform:scale(1.5);transform:scale(1.5)}}.datepicker-modal{max-width:325px;min-width:300px;max-height:none}.datepicker-container.modal-content{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;padding:0}.datepicker-controls{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;width:280px;margin:0 auto}.datepicker-controls .selects-container{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex}.datepicker-controls .select-wrapper input{border-bottom:none;text-align:center;margin:0}.datepicker-controls .select-wrapper input:focus{border-bottom:none}.datepicker-controls .select-wrapper .caret{display:none}.datepicker-controls .select-year input{width:50px}.datepicker-controls .select-month input{width:70px}.month-prev,.month-next{margin-top:4px;cursor:pointer;background-color:transparent;border:none}.datepicker-date-display{-webkit-box-flex:1;-webkit-flex:1 auto;-ms-flex:1 auto;flex:1 auto;background-color:#26a69a;color:#fff;padding:20px 22px;font-weight:500}.datepicker-date-display .year-text{display:block;font-size:1.5rem;line-height:25px;color:rgba(255,255,255,0.7)}.datepicker-date-display .date-text{display:block;font-size:2.8rem;line-height:47px;font-weight:500}.datepicker-calendar-container{-webkit-box-flex:2.5;-webkit-flex:2.5 auto;-ms-flex:2.5 auto;flex:2.5 auto}.datepicker-table{width:280px;font-size:1rem;margin:0 auto}.datepicker-table thead{border-bottom:none}.datepicker-table th{padding:10px 5px;text-align:center}.datepicker-table tr{border:none}.datepicker-table abbr{text-decoration:none;color:#999}.datepicker-table td{border-radius:50%;padding:0}.datepicker-table td.is-today{color:#26a69a}.datepicker-table td.is-selected{background-color:#26a69a;color:#fff}.datepicker-table td.is-outside-current-month,.datepicker-table td.is-disabled{color:rgba(0,0,0,0.3);pointer-events:none}.datepicker-day-button{background-color:transparent;border:none;line-height:38px;display:block;width:100%;border-radius:50%;padding:0 5px;cursor:pointer;color:inherit}.datepicker-day-button:focus{background-color:rgba(43,161,150,0.25)}.datepicker-footer{width:280px;margin:0 auto;padding-bottom:5px;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between}.datepicker-cancel,.datepicker-clear,.datepicker-today,.datepicker-done{color:#26a69a;padding:0 1rem}.datepicker-clear{color:#F44336}@media only screen and (min-width: 601px){.datepicker-modal{max-width:625px}.datepicker-container.modal-content{-webkit-box-orient:horizontal;-webkit-box-direction:normal;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row}.datepicker-date-display{-webkit-box-flex:0;-webkit-flex:0 1 270px;-ms-flex:0 1 270px;flex:0 1 270px}.datepicker-controls,.datepicker-table,.datepicker-footer{width:320px}.datepicker-day-button{line-height:44px}}.timepicker-modal{max-width:325px;max-height:none}.timepicker-container.modal-content{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;padding:0}.text-primary{color:#fff}.timepicker-digital-display{-webkit-box-flex:1;-webkit-flex:1 auto;-ms-flex:1 auto;flex:1 auto;background-color:#26a69a;padding:10px;font-weight:300}.timepicker-text-container{font-size:4rem;font-weight:bold;text-align:center;color:rgba(255,255,255,0.6);font-weight:400;position:relative;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}.timepicker-span-hours,.timepicker-span-minutes,.timepicker-span-am-pm div{cursor:pointer}.timepicker-span-hours{margin-right:3px}.timepicker-span-minutes{margin-left:3px}.timepicker-display-am-pm{font-size:1.3rem;position:absolute;right:1rem;bottom:1rem;font-weight:400}.timepicker-analog-display{-webkit-box-flex:2.5;-webkit-flex:2.5 auto;-ms-flex:2.5 auto;flex:2.5 auto}.timepicker-plate{background-color:#eee;border-radius:50%;width:270px;height:270px;overflow:visible;position:relative;margin:auto;margin-top:25px;margin-bottom:5px;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}.timepicker-canvas,.timepicker-dial{position:absolute;left:0;right:0;top:0;bottom:0}.timepicker-minutes{visibility:hidden}.timepicker-tick{border-radius:50%;color:rgba(0,0,0,0.87);line-height:40px;text-align:center;width:40px;height:40px;position:absolute;cursor:pointer;font-size:15px}.timepicker-tick.active,.timepicker-tick:hover{background-color:rgba(38,166,154,0.25)}.timepicker-dial{-webkit-transition:opacity 350ms, -webkit-transform 350ms;transition:opacity 350ms, -webkit-transform 350ms;transition:transform 350ms, opacity 350ms;transition:transform 350ms, opacity 350ms, -webkit-transform 350ms}.timepicker-dial-out{opacity:0}.timepicker-dial-out.timepicker-hours{-webkit-transform:scale(1.1, 1.1);transform:scale(1.1, 1.1)}.timepicker-dial-out.timepicker-minutes{-webkit-transform:scale(0.8, 0.8);transform:scale(0.8, 0.8)}.timepicker-canvas{-webkit-transition:opacity 175ms;transition:opacity 175ms}.timepicker-canvas line{stroke:#26a69a;stroke-width:4;stroke-linecap:round}.timepicker-canvas-out{opacity:0.25}.timepicker-canvas-bearing{stroke:none;fill:#26a69a}.timepicker-canvas-bg{stroke:none;fill:#26a69a}.timepicker-footer{margin:0 auto;padding:5px 1rem;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between}.timepicker-clear{color:#F44336}.timepicker-close{color:#26a69a}.timepicker-clear,.timepicker-close{padding:0 20px}@media only screen and (min-width: 601px){.timepicker-modal{max-width:600px}.timepicker-container.modal-content{-webkit-box-orient:horizontal;-webkit-box-direction:normal;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row}.timepicker-text-container{top:32%}.timepicker-display-am-pm{position:relative;right:auto;bottom:auto;text-align:center;margin-top:1.2rem}}
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