3 posts tagged with aws.
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MeFi Post Recommendation Engine
Just finished building a content recommendation engine for MeFi using natural language processing and non-negative matrix factorization techniques!
It produces a list of post recommendations based on a user history of posts, comments and favorites. It can also make recommendations based on a piece of text, so for example, you could paste a particular post and it will return a list of other posts that have some similar characteristics.
I hope you enjoy playing around with it! Please let me know what you think.
Here's more info in case you're interested (:
https://github.com/tomasbielskis/metafilterpostrecommender
aws-google-auth: use Google Apps to federate identity to AWS on the command-line
Got Google Apps? Got AWS? Want to not have to worry about long-lasting AWS credentials stored on disk?
Google Apps SAML Single Sign On (SSO) capability has been available for federated identity into AWS via the console for some time now, but bringing that to the command-line has been ... problematic. Google doesn't provide a nice SAML endpoint, they hide it behind all sorts of browsery-specific gubbins.
This tool lets you make use of Google's SAML Identity Provider to authenticate yourself to AWS, so you now have the same experience on the command line. [more inside]
Batch uploads to AWS S3 using Clojure
Clojure demonstration of authenticating and batch uploading to Amazon Web Services' Simple Storage Service. [more inside]
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