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[1902.04023] Computing Extremely Accurate Quantiles Using t-Digests
'We present on-line algorithms for computing approximations of rank-based statistics that give high accuracy, particularly near the tails of a distribution, with very small sketches. Notably, the method allows a quantile q to be computed with an accuracy relative to max(q,1−q) rather than absolute accuracy as with most other methods. This new algorithm is robust with respect to skewed distributions or ordered datasets and allows separately computed summaries to be combined with no loss in accuracy. An open-source Java implementation of this algorithm is available from the author. Independent implementations in Go and Python are also available.'

(via Tony Finch)
java  go  python  via:fanf  open-source  quantiles  percentiles  approximation  statistics  sketching  algorithms 
yesterday by jm
Matrix Recorder
While Matrix homeservers store your message history so that you can retrieve them on all your devices, currently there is no easy way to download and backup this message history. This is especially relevant for end-to-end (E2E) encrypted rooms because their history cannot be decrypted anymore if you lose your encryption keys (which is as easy as logging out of your Riot client).
instant-messaging  open-source  archiving  preservation 
yesterday by mikael
"Meltano does for data what docker did for containers"
data-science  open-source  gitlab 
3 days ago by techpeace
Three.js Ballooning Demo
A beautiful little demo of a hot air balloon flying over a 3D landscape. It’s open source, too, if you want to play with the code yourself.
open-source  javascript  graphics  showcase 
3 days ago by jalilhweber
Apache OpenWhisk - Open Source Serverless Cloud Platform
Apache OpenWhisk (Incubating) is an open source, distributed Serverless platform that executes functions (fx) in response to events at any scale. OpenWhisk manages the infrastructure, servers and scaling using Docker containers so you can focus on building amazing and efficient applications.
open-source  faas  serverless 
3 days ago by jalilhweber
OpenFaaS - Serverless Functions Made Simple for Docker and Kubernetes
The mission of OpenFaaS ® is to Make Serverless Functions Simple. It can be run on any cloud through the use of portable Docker containers without the fear of getting locked-in or having to manage complex infrastructure.
open-source  faas  serverless  docker  kubernetes 
3 days ago by jalilhweber
Introduction to InnerSource [Video]
Sponsored by PayPal InnerSource is a software development methodology that applies the lessons learned from decades of open source software development to the concerns of tech leads and developers working ... - Selection from Introduction to InnerSource [Video]
open-source  inner-source  video 
5 days ago by phatblat

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