David Bau davidbau

## seeing_images.ipynb

      
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## explorefeaturebyclick.ipynb

      
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## simpleganpaint.ipynb

      
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## nethook.py
"""
Utilities for instrumenting a torch model. (David Bau)

Trace will hook one layer at a time.
TraceDict will hook multiple layers at once.
subsequence slices intervals from Sequential modules.
get_module, replace_module, get_parameter resolve dotted names.
set_requires_grad recursively sets requires_grad in module parameters.
"""

## runningstats.py
'''
To use a runningstats object,

    1. Create the the desired stat object, e.g., `m = Mean()`
    2. Feed it batches via the add method, e.g., `m.add(batch)`
    3. Repeat step 2 any number of times.
    4. Read out the statistic of interest, e.g., `m.mean()`

Built-in runningstats objects include:

## +lightbox.html
<!DOCTYPE html>
<html>
<!--
  +lightbox.html, a page for automatically showing all images in a
  directory on an Apache server. Just copy it into the directory.
  Works by scraping the default directory HTML at "./" - David Bau.
-->
<head>
<script src="https://cdn.jsdelivr.net/npm/vue@2.5.16/dist/vue.js"
  integrity="sha256-CMMTrj5gGwOAXBeFi7kNokqowkzbeL8ydAJy39ewjkQ="
	"""
	Utilities for instrumenting a torch model. (David Bau)

	Trace will hook one layer at a time.
	TraceDict will hook multiple layers at once.
	subsequence slices intervals from Sequential modules.
	get_module, replace_module, get_parameter resolve dotted names.
	set_requires_grad recursively sets requires_grad in module parameters.
	"""
	'''
	To use a runningstats object,

	1. Create the the desired stat object, e.g., `m = Mean()`
	2. Feed it batches via the add method, e.g., `m.add(batch)`
	3. Repeat step 2 any number of times.
	4. Read out the statistic of interest, e.g., `m.mean()`

	Built-in runningstats objects include:
	<!DOCTYPE html>
	<html>
	<!--
	+lightbox.html, a page for automatically showing all images in a
	directory on an Apache server. Just copy it into the directory.
	Works by scraping the default directory HTML at "./" - David Bau.
	-->
	<head>
	<script src="https://cdn.jsdelivr.net/npm/vue@2.5.16/dist/vue.js"
	integrity="sha256-CMMTrj5gGwOAXBeFi7kNokqowkzbeL8ydAJy39ewjkQ="