- 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.
- Models and Issues in Data Stream Systems
- 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
- Approximate Frequency Counts over Data Streams by Gurmeet Singh Manku & Rajeev Motwani : One of the early papers on the subject.
- [Methods for Finding Frequent Items in Data Streams](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.187.9800&rep=rep1&t
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# 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 | |
# |
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digraph G { | |
rankdir=LR | |
splines=line | |
node [fixedsize=true, label=""]; | |
subgraph cluster_0 { | |
color=white; | |
node [style=solid,color=blue4, shape=circle]; |
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{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', |
This is a guide for aligning images.
See the full Advanced Markdown doc for more tips and tricks
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#!/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"))') |
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 |