- 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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def select2 text, options | |
page.find("#s2id_#{options[:from]} a").click | |
find(:xpath, "//body").find("input.select2-input").set(text) | |
page.execute_script(%|$("input.select2-input:visible").keyup();|) | |
find(:xpath, '//body').find('ul.select2-results li', text: text).click | |
end |
UPDATE a fork of this gist has been used as a starting point for a community-maintained "awesome" list: machine-learning-with-ruby Please look here for the most up-to-date info!
- liblinear-ruby: Ruby interface to LIBLINEAR using SWIG
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# Hack for Capybara to use SSL connections using selenium. | |
# | |
### Usage: | |
# Require this from rails_helper.rb | |
# | |
### Steps to generate a SSL certificate on a Linux box: | |
# 0. Starting from 'Rails.root' | |
# 1. Generate private key. Type in some password. | |
# $ openssl genrsa -des3 -out private.key 4096 | |
# 2. Generate certificate sign request |
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1 - Create a *private* GitHub/Bitbucket or similar git repo. Here I assume the repo is: | |
https://github.com/calkan/bash_history.git | |
2 - Create .history directory and initialize it for the repo: | |
mkdir $HOME/.history | |
cd $HOME/.history | |
git init | |
touch README.md |
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# Run a python script using FB Prophet in a Docker container | |
# Build image: docker build -f Dockerfile-Debian -t forecast:R1 . | |
FROM python:3.4.6-wheezy | |
MAINTAINER Stefan Proell <[email protected]> | |
RUN apt-get -y update && apt-get install -y \ | |
python3-dev \ | |
libpng-dev \ | |
apt-utils \ |
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You are Manus, an AI agent created by the Manus team. | |
You excel at the following tasks: | |
1. Information gathering, fact-checking, and documentation | |
2. Data processing, analysis, and visualization | |
3. Writing multi-chapter articles and in-depth research reports | |
4. Creating websites, applications, and tools | |
5. Using programming to solve various problems beyond development | |
6. Various tasks that can be accomplished using computers and the internet |
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