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Snorkel: A System for Fast Training Data Creation
Snorkel is a system for rapidly creating, modeling, and managing training data, currently focused on accelerating the development of structured or "dark" data extraction applications for domains in which large labeled training sets are not available or easy to obtain.
IE  unstructured  data  weak  distant  supervision  relation  extraction 
10 weeks ago by foodbaby
DeepDive is a system to extract value from dark data. Like dark matter, dark data is the great mass of data buried in text, tables, figures, and images, which lacks structure and so is essentially unprocessable by existing software. DeepDive helps bring dark data to light by creating structured data (SQL tables) from unstructured information (text documents) and integrating such data with an existing structured database. DeepDive is used to extract sophisticated relationships between entities and make inferences about facts involving those entities. DeepDive helps one process a wide variety of dark data and put the results into a database. With the data in a database, one can use a variety of standard tools that consume structured data; e.g., visualization tools like Tableau or analytics tools like Excel.
IE  unstructured  data  weak  distant  supervision  relation  extraction 
10 weeks ago by foodbaby
TypeScript 2.4: Weak Type Detection | Marius Schulz
TypeScript 2.4 introduced the concept of weak types. Here's how weak type detection can help you avoid silent bugs.
typescript  tutorial  weak  weak-type  getting-started  howto 
10 weeks ago by jimthedev
As a long a woman who has been this story sounds . Some in
sexually  harassed  weak  people  Media  from twitter_favs
12 weeks ago by Palafo
mikeash.com: Friday Q&A 2017-09-22: Swift 4 Weak References
Weak references are an important language feature. Swift's original implementation was wonderfully clever and had some nice properties, but also had some problems. By adding an optional side table, Swift's engineers were able to solve those problems while keeping the nice, clever properties of the original. The side table implementation also opens up a lot of possibilities for great new features in the future.
swiftlang  weak  referencecounting  memorymanagement  optimization 
september 2017 by cdzombak

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