Editor’s notice: TensorFlow, our open supply machine studying library, is simply that—open to anybody. Companies, nonprofits, researchers and builders have used TensorFlow in some fairly cool methods, and we’re sharing these tales right here on Keyword. Here’s one in all them.
Quill.org was based by a bunch of educators and technologists to assist college students develop into higher writers and demanding thinkers. Before starting improvement, they researched tons of of research on writing schooling and located a standard theme—college students had a tough time greedy the distinction between a run-on sentence and a fraction. So the Quill workforce developed a software to assist college students establish the completely different components of a sentence, with a deal with real-time suggestions.
Using the Quill software, college students full a wide range of workout routines, together with becoming a member of sentences, writing advanced sentences, and explaining their use and understanding of grammar. The software depends on an enormous depository of sentence fragments, which Quill finds, acknowledges and compiles utilizing TensorFlow, Google’s open supply machine studying library. TensorFlow know-how is the spine of the software and may precisely detect if a scholar’s solutions are appropriate. After finishing the workout routines, every scholar will get a custom-made rationalization of incorrect responses, and the software learns from every reply to create an individualized testing plan targeted on areas of problem. Here’s an instance of the way it works: