Paul Gradie, PhD paulegradie

## reset_branch.txt
git fetch --all
git reset --hard origin/{branch_name}

## find_new_files.txt
git diff {old_branch}...{new_branch} --name-status --diff-filter=A

e.g. to find a enw file added since branching from master:
git diff master...gradie/sandbox --name-status --diff-filter=A


Options for `--diff-filter

Added (A)
Copied (C)

## make_blob.py
import numpy as np

def make_blob_part(mean, cov, num_points=500):
    x, y = np.random.multivariate_normal(mean, cov, num_points).T
    return np.hstack((x.reshape(-1, 1), y.reshape(-1, 1)))

mean1 = [-10, 10]
mean2 = [-15, 5]
mean3 = [-9, 3]

## sample_embeddings.txt
idx | embed_matrix
0   [[ 0.21143426,  1.2885487 ,  0.98160927,  0.17858341],
1    [-0.38735983,  0.06507064,  1.31839592, -0.91412724],
2    [ 1.13726889,  0.48327542,  0.65075236,  0.93818869],
3    [1.73606298,   1.70675348,  0.31396571,  2.03089933]]

## word_math.py
# assigns the row from the embedding matrix to the named variable
king   = embed_matrix[word_to_index['king']]
male   = embed_matrix[word_to_index[‘male’]]
female = embed_matrix[word_to_index[‘female']]
queen  = embed_matrix[word_to_index['queen']]

# the formula now uses the vectors from the embedding matrix
assert (king - man) + woman ≈ queen

## word2index.py
"""
# The map
word     |  idx
----------------
king     |   0
male     |   1
queen    |   2
female   |   3
"""

## gist:ddce0bfb1f7bfb3754acc0b6f2a9affe
#~/.ssh/config
_____________________________________________________________________________
# Instructions:
# ---------------------------------------------
# the way this works is that you have to use the Host value with the ssh call
# Host="github.com-paulegradie"
# git clone git@${Host}:paulegradie/SeqPyPlot.git

# The default here is github.com - this is what comes with the copy/paste from github when you click
# the clone or download button.

## AddPalavyrWidgetToWebsite
<!DOCTYPE html>
<html lang="en">

<head>
  <meta charset="UTF-8">
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
  <title>Your Awesome Website</title>
  <style>
    #mainFrame {
      background-color: black;
	git diff {old_branch}...{new_branch} --name-status --diff-filter=A

	e.g. to find a enw file added since branching from master:
	git diff master...gradie/sandbox --name-status --diff-filter=A


	Options for `--diff-filter

	Added (A)
	Copied (C)
	import numpy as np

	def make_blob_part(mean, cov, num_points=500):
	x, y = np.random.multivariate_normal(mean, cov, num_points).T
	return np.hstack((x.reshape(-1, 1), y.reshape(-1, 1)))

	mean1 = [-10, 10]
	mean2 = [-15, 5]
	mean3 = [-9, 3]
	idx \| embed_matrix
	0 [[ 0.21143426, 1.2885487 , 0.98160927, 0.17858341],
	1 [-0.38735983, 0.06507064, 1.31839592, -0.91412724],
	2 [ 1.13726889, 0.48327542, 0.65075236, 0.93818869],
	3 [1.73606298, 1.70675348, 0.31396571, 2.03089933]]
	# assigns the row from the embedding matrix to the named variable
	king = embed_matrix[word_to_index['king']]
	male = embed_matrix[word_to_index[‘male’]]
	female = embed_matrix[word_to_index[‘female']]
	queen = embed_matrix[word_to_index['queen']]

	# the formula now uses the vectors from the embedding matrix
	assert (king - man) + woman ≈ queen
	"""
	# The map
	word \| idx
	----------------
	king \| 0
	male \| 1
	queen \| 2
	female \| 3
	"""
	#~/.ssh/config
	_____________________________________________________________________________
	# Instructions:
	# ---------------------------------------------
	# the way this works is that you have to use the Host value with the ssh call
	# Host="github.com-paulegradie"
	# git clone git@${Host}:paulegradie/SeqPyPlot.git

	# The default here is github.com - this is what comes with the copy/paste from github when you click
	# the clone or download button.
	<!DOCTYPE html>
	<html lang="en">

	<head>
	<meta charset="UTF-8">
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<title>Your Awesome Website</title>
	<style>
	#mainFrame {
	background-color: black;