anthonydouc’s gists

anthonydouc / README.txt

Created October 10, 2019 06:18

Simple example for solving an mcp with Pyomo and PATH Solver

	Instructions for configuring PATH on windows:
	1. Download the pathampl executable from ftp://ftp.cs.wisc.edu/math-prog/solvers/path/ampl/win/
	2. Add the location of the PATH executable to the windows environmental variable named "path" (case insensitive)
	3. Configure the license to permit unlimited model sizes by following instructions at http://pages.cs.wisc.edu/~ferris/path/LICENSE

	Some models will unfortunately solve with this version of PATH. The only alternatives are using 'mpec-nl' to convert your mcp to an nlp,
	or run on a linux machine with PATH 4.7.04. See https://stackoverflow.com/questions/51853047/error-when-solving-mixed-complementarity-model

anthonydouc / bayesian_vs_frequentist

Created October 2, 2019 10:46

Simple script using pymc3 and stats models libraries

	from pymc3 import *
	import numpy as np
	import matplotlib.pyplot as plt
	import statsmodels.api as sm

	size = 200
	true_intercept = 1
	true_slope = 2

	x = np.linspace(0, 1, size)

anthonydouc / gmap_labelset.py

Last active February 3, 2018 23:10

Bokeh google maps, with labels, patches and circles.

	from bokeh.io import output_file, show
	from bokeh.models import (
	GMapPlot, GMapOptions, ColumnDataSource, Circle,Patches, LabelSet, HoverTool,
	TapTool,Range1d, PanTool, WheelZoomTool, BoxSelectTool,OpenURL
	)

	map_options = GMapOptions(lat=30.29, lng=-97.73, map_type="roadmap", zoom=11)

	plot = GMapPlot(x_range=Range1d(), y_range=Range1d(), map_options=map_options,tools=[HoverTool(),TapTool()])
	plot.title.text = "Austin"

anthonydouc / ptv_signature.py

Last active April 4, 2023 06:49

PTV API signature generator code - Python 3

	from hashlib import sha1
	import hmac

	def getUrl(request):
	devId = 1000000
	key = bytes('mykey','UTF-8')

	request = request + ('&' if ('?' in request) else '?')
	raw = bytes(request+'devid={0}'.format(devId),'UTF-8')

anthonydouc / picture_grid.py

Created December 11, 2017 10:03

50k points with image hover over

	import numpy as np

	from bokeh.plotting import figure, output_file, show, ColumnDataSource
	from bokeh.models import HoverTool

	output_file("toolbar.html")

	npt = 700

	images = ['https://cdn.spacetelescope.org/archives/images/screen/heic1107a.jpg'] * npt **2

anthonydouc / Radar.py

Last active November 23, 2020 20:29

Radar chart using bokeh

	import numpy as np
	from bokeh.plotting import figure, show, output_file
	from bokeh.models import ColumnDataSource, LabelSet

	num_vars = 9

	theta = np.linspace(0, 2*np.pi, num_vars, endpoint=False)
	# rotate theta such that the first axis is at the top
	theta += np.pi/2

anthonydouc / index.html

Created September 27, 2017 12:35

Example bokeh server application - stock text display with streaming values

	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="utf-8">
	{{ bokeh_css }}
	{{ bokeh_js }}
	<link rel="stylesheet" href="stocktext/static/css/styles.css"/>
	</head>
	<body>
	{{ plot_div\|indent(8) }}

anthonydouc / Bokeh wrapper PlotlyJS Parameteric

Created August 9, 2017 08:12

	from __future__ import division

	import numpy as np

	from bokeh.core.properties import Instance, String, List, Either
	from bokeh.models import ColumnDataSource, LayoutDOM
	from bokeh.models.widgets import Button
	from bokeh.layouts import column
	from bokeh.io import show

anthonydouc / Bokeh Plotly wrapper

Last active August 23, 2017 14:54

	from __future__ import division

	import numpy as np

	from bokeh.core.properties import Instance, String, List, Either
	from bokeh.models import ColumnDataSource, LayoutDOM
	from bokeh.models.widgets import Button
	from bokeh.layouts import column, row
	from bokeh.io import curdoc

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