Chris Lee-Messer cleemesser

## simple-bootstrap.ipynb

      
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                cleemesser
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              December 19, 2015 15:59
            
              
                simple example of using bootstrapping to understand the variation caused by small samples
              
          
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## min-char-rnn.py
"""
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
BSD License
"""
import numpy as np

# data I/O
data = open('input.txt', 'r').read() # should be simple plain text file
chars = list(set(data))
data_size, vocab_size = len(data), len(chars)

## gruln.py
from keras.layers import GRU, initializations, K
from collections import OrderedDict

class GRULN(GRU):
    '''Gated Recurrent Unit with Layer Normalization
    Current impelemtation only works with consume_less = 'gpu' which is already
    set.

    # Arguments
        output_dim: dimension of the internal projections and the final output.

## bokeh_ext_ts_or_es.py
from bokeh.core.properties import String, Instance
from bokeh.models import LayoutDOM, Slider

CODE ="""
import {div, empty} from "core/dom"
import * as p from "core/properties"
import {LayoutDOM, LayoutDOMView} from "models/layouts/layout_dom"

export class CustomView extends LayoutDOMView {

## README
-- Add Portable software to your msysgit-PATH --

If you like to work with your *nix shell even under Windows, you'll
 likely use the git-bash provided by msysgit a lot.

A problem might be, that you don't have your tools in the PATH of that
 shell and therefore can't use them. Those tools might be on the same
 USB-drive as the git-shell, so you would have to adjust the PATH
 (if you're allowed to) every time the drive-letter changes.

## rclone-copy-examples
To copy just a subset of files specify by a pattern. The following works from cmd.exe prompt on windows 10.

    rclone copy --include <pattern> <src> <dest>

The quoting rules seem a bit complicated, especially for me on windows where I am less familiar with what cmd.exe does.
it did not work for me to specify pattern as \*.jpg. Instead I had to use double (not single) quotes:

example: just copy the *.jpg files inthe subdirectory images, where the current directory is C:\Users\cleemesser\

    rclone copy --include "*.jpg" myremote:projects/images .\images

## crypt_unlock.sh
#!/bin/sh

PREREQ="dropbear"

prereqs() {
  echo "$PREREQ"
}

case "$1" in
  prereqs)

## video-panel.py
# ---
# jupyter:
#   jupytext:
#     text_representation:
#       extension: .py
#       format_name: percent
#       format_version: '1.3'
#       jupytext_version: 1.6.0
#   kernelspec:
#     display_name: Python 3

## weight_init.py
#!/usr/bin/env python
# -*- coding:UTF-8 -*-

import torch
import torch.nn as nn
import torch.nn.init as init


def weight_init(m):
    '''

## pbr.py
#!/usr/bin/env python
# -*- coding: utf-8 -*-

import vtk


def sphere(center, radius=1.0, color='Gray', metallic=0.5, roughness=1.0):
    colors = vtk.vtkNamedColors()
    cx, cy, cz = center
	"""
	Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
	BSD License
	"""
	import numpy as np

	# data I/O
	data = open('input.txt', 'r').read() # should be simple plain text file
	chars = list(set(data))
	data_size, vocab_size = len(data), len(chars)
	from keras.layers import GRU, initializations, K
	from collections import OrderedDict

	class GRULN(GRU):
	'''Gated Recurrent Unit with Layer Normalization
	Current impelemtation only works with consume_less = 'gpu' which is already
	set.

	# Arguments
	output_dim: dimension of the internal projections and the final output.
	from bokeh.core.properties import String, Instance
	from bokeh.models import LayoutDOM, Slider

	CODE ="""
	import {div, empty} from "core/dom"
	import * as p from "core/properties"
	import {LayoutDOM, LayoutDOMView} from "models/layouts/layout_dom"

	export class CustomView extends LayoutDOMView {
	-- Add Portable software to your msysgit-PATH --

	If you like to work with your *nix shell even under Windows, you'll
	likely use the git-bash provided by msysgit a lot.

	A problem might be, that you don't have your tools in the PATH of that
	shell and therefore can't use them. Those tools might be on the same
	USB-drive as the git-shell, so you would have to adjust the PATH
	(if you're allowed to) every time the drive-letter changes.
	To copy just a subset of files specify by a pattern. The following works from cmd.exe prompt on windows 10.

	rclone copy --include <pattern> <src> <dest>

	The quoting rules seem a bit complicated, especially for me on windows where I am less familiar with what cmd.exe does.
	it did not work for me to specify pattern as \*.jpg. Instead I had to use double (not single) quotes:

	example: just copy the *.jpg files inthe subdirectory images, where the current directory is C:\Users\cleemesser\

	rclone copy --include "*.jpg" myremote:projects/images .\images
	#!/bin/sh

	PREREQ="dropbear"

	prereqs() {
	echo "$PREREQ"
	}

	case "$1" in
	prereqs)
	# ---
	# jupyter:
	# jupytext:
	# text_representation:
	# extension: .py
	# format_name: percent
	# format_version: '1.3'
	# jupytext_version: 1.6.0
	# kernelspec:
	# display_name: Python 3
	#!/usr/bin/env python
	# -- coding:UTF-8 --

	import torch
	import torch.nn as nn
	import torch.nn.init as init


	def weight_init(m):
	'''
	#!/usr/bin/env python
	# -- coding: utf-8 --

	import vtk


	def sphere(center, radius=1.0, color='Gray', metallic=0.5, roughness=1.0):
	colors = vtk.vtkNamedColors()
	cx, cy, cz = center