Peadar Coyle springcoil

## pymc3_normalizing_flow_beta_binomial.ipynb

      
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                springcoil
                / pymc3_normalizing_flow_beta_binomial.ipynb
            
            
              Created Dec 16, 2016
                — forked from taku-y/pymc3_normalizing_flow_beta_binomial.ipynb
            
          
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## optics.py
"""
Copyright 2015 Ronald J. Nowling

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

## numba_test.py
# -*- coding: utf-8 -*-
#!/usr/bin/python
#
# Modified example of Albert Au Yeung's on matrix factorization:
# http://www.quuxlabs.com/blog/2010/09/matrix-factorization-a-simple-tutorial-and-implementation-in-python/#source-code

import numpy as np
from numba.decorators import autojit, jit

## FremontBridge.ipynb

      
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                springcoil
                / FremontBridge.ipynb
            
            
              Created Oct 20, 2015
                — forked from jakevdp/FremontBridge.ipynb
            
              
                Fremont Bike Counts 2015
              
          
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## assert_frames_equal.ipynb

      
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                springcoil
                / assert_frames_equal.ipynb
            
            
              Created Oct 5, 2015
                — forked from jiffyclub/assert_frames_equal.ipynb
            
              
                Example of a function to compare two DataFrames independent of row/column ordering and with handling of null values.
              
          
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## basic_income_monte_carlo.py
from pylab import *
from scipy.stats import *

num_adults = 227e6
basic_income = 7.25*40*50
labor_force = 154e6
disabled_adults = 21e6
current_wealth_transfers = 3369e9

def jk_rowling(num_non_workers):

## machine-create.sh
docker-machine create \
    --driver amazonec2 \
    --amazonec2-access-key $ACCESS_KEY \
    --amazonec2-secret-key $SECRET_KEY \
    --amazonec2-vpc-id $VPC \
    --amazonec2-security-group $SECURITY_GROUP \
    --amazonec2-instance-type "m4.2xlarge" \
    --amazonec2-root-size 20 \
    --amazonec2-request-spot-instance \
    --amazonec2-spot-price 0.20 \

## report-runner.py
# -*- coding: utf-8 -*-
"""
Sample report generation script from pbpython.com

This program takes an input Excel file, reads it and turns it into a
pivot table.

The output is saved in multiple tabs in a new Excel file.
"""

## pandas_dbms.py
# -*- coding: utf-8 -*-
"""
LICENSE: BSD (same as pandas)
example use of pandas with oracle mysql postgresql sqlite
    - updated 9/18/2012 with better column name handling; couple of bug fixes.
    - used ~20 times for various ETL jobs.  Mostly MySQL, but some Oracle.

    to do:
            save/restore index (how to check table existence? just do select count(*)?),
            finish odbc,

## gist:3231352
(ns sudoku
  (:refer-clojure :exclude [==])
  (:use clojure.core.logic))

(defn get-square [rows x y]
  (for [x (range x (+ x 3))
        y (range y (+ y 3))]
    (get-in rows [x y])))

(defn init [vars hints]
	"""
	Copyright 2015 Ronald J. Nowling

	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
	# -- coding: utf-8 --
	#!/usr/bin/python
	#
	# Modified example of Albert Au Yeung's on matrix factorization:
	# http://www.quuxlabs.com/blog/2010/09/matrix-factorization-a-simple-tutorial-and-implementation-in-python/#source-code

	import numpy as np
	from numba.decorators import autojit, jit
	from pylab import *
	from scipy.stats import *

	num_adults = 227e6
	basic_income = 7.254050
	labor_force = 154e6
	disabled_adults = 21e6
	current_wealth_transfers = 3369e9

	def jk_rowling(num_non_workers):
	docker-machine create \
	--driver amazonec2 \
	--amazonec2-access-key $ACCESS_KEY \
	--amazonec2-secret-key $SECRET_KEY \
	--amazonec2-vpc-id $VPC \
	--amazonec2-security-group $SECURITY_GROUP \
	--amazonec2-instance-type "m4.2xlarge" \
	--amazonec2-root-size 20 \
	--amazonec2-request-spot-instance \
	--amazonec2-spot-price 0.20 \
	# -- coding: utf-8 --
	"""
	Sample report generation script from pbpython.com

	This program takes an input Excel file, reads it and turns it into a
	pivot table.

	The output is saved in multiple tabs in a new Excel file.
	"""
	# -- coding: utf-8 --
	"""
	LICENSE: BSD (same as pandas)
	example use of pandas with oracle mysql postgresql sqlite
	- updated 9/18/2012 with better column name handling; couple of bug fixes.
	- used ~20 times for various ETL jobs. Mostly MySQL, but some Oracle.

	to do:
	save/restore index (how to check table existence? just do select count(*)?),
	finish odbc,
	(ns sudoku
	(:refer-clojure :exclude [==])
	(:use clojure.core.logic))

	(defn get-square [rows x y]
	(for [x (range x (+ x 3))
	y (range y (+ y 3))]
	(get-in rows [x y])))

	(defn init [vars hints]