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Michael A. Alcorn airalcorn2

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@rogerallen
rogerallen / us_state_abbrev.py
Last active June 18, 2024 01:27
A Python Dictionary to translate US States to Two letter codes
# United States of America Python Dictionary to translate States,
# Districts & Territories to Two-Letter codes and vice versa.
#
# Canonical URL: https://gist.github.com/rogerallen/1583593
#
# Dedicated to the public domain. To the extent possible under law,
# Roger Allen has waived all copyright and related or neighboring
# rights to this code. Data originally from Wikipedia at the url:
# https://en.wikipedia.org/wiki/ISO_3166-2:US
#
@thigm85
thigm85 / simple_neural_network_diagram
Created May 26, 2013 15:10
Graphviz script to draw a simple neural network diagram. Copy this to a `file.txt` file and then run `dot -Tpng -O file.txt` from command-line to get a .png figure with the diagram.
digraph G {
rankdir=LR
splines=line
node [fixedsize=true, label=""];
subgraph cluster_0 {
color=white;
node [style=solid,color=blue4, shape=circle];
@debasishg
debasishg / gist:8172796
Last active July 5, 2024 11:53
A collection of links for streaming algorithms and data structures

General Background and Overview

  1. Probabilistic Data Structures for Web Analytics and Data Mining : A great overview of the space of probabilistic data structures and how they are used in approximation algorithm implementation.
  2. Models and Issues in Data Stream Systems
  3. Philippe Flajolet’s contribution to streaming algorithms : A presentation by Jérémie Lumbroso that visits some of the hostorical perspectives and how it all began with Flajolet
  4. Approximate Frequency Counts over Data Streams by Gurmeet Singh Manku & Rajeev Motwani : One of the early papers on the subject.
  5. [Methods for Finding Frequent Items in Data Streams](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.187.9800&rep=rep1&t
@yrevar
yrevar / imagenet1000_clsidx_to_labels.txt
Last active July 21, 2024 08:16
text: imagenet 1000 class idx to human readable labels (Fox, E., & Guestrin, C. (n.d.). Coursera Machine Learning Specialization.)
{0: 'tench, Tinca tinca',
1: 'goldfish, Carassius auratus',
2: 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias',
3: 'tiger shark, Galeocerdo cuvieri',
4: 'hammerhead, hammerhead shark',
5: 'electric ray, crampfish, numbfish, torpedo',
6: 'stingray',
7: 'cock',
8: 'hen',
9: 'ostrich, Struthio camelus',
@DavidWells
DavidWells / aligning-images.md
Last active July 17, 2024 14:31
Guide to aligning images in github readme.md files. https://davidwells.io/snippets/how-to-align-images-in-markdown

Aligning images

This is a guide for aligning images.

See the full Advanced Markdown doc for more tips and tricks

left alignment

@cgoldberg
cgoldberg / geckodriver-install.sh
Last active August 18, 2023 10:20
download and install latest geckodriver for linux or mac (selenium webdriver)
#!/bin/bash
# download and install latest geckodriver for linux or mac.
# required for selenium to drive a firefox browser.
install_dir="/usr/local/bin"
json=$(curl -s https://api.github.com/repos/mozilla/geckodriver/releases/latest)
if [[ $(uname) == "Darwin" ]]; then
url=$(echo "$json" | jq -r '.assets[].browser_download_url | select(contains("macos"))')
elif [[ $(uname) == "Linux" ]]; then
url=$(echo "$json" | jq -r '.assets[].browser_download_url | select(contains("linux64"))')
@samson-wang
samson-wang / rfs.md
Last active March 3, 2024 12:15
ResNet Receptive Field Size
layer resnet18 resnet34 resnet50 resnet101
conv1 7 7 7 7
maxpool 11 11 11 11
layer1 43 59 35 35
layer2 99 179 91 91
layer3 211 547 267 811
layer4 435 899 427 971