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Guess.js: Libraries for enabling Machine Learning driven experience on the web

61 points by pestkranker 8y ago

mooreds 8y ago
Cool idea and a great application of predictive machine learning. Wise to tie into Google analytics. Wonder how long until Google acquires them.
- mgechev 8y ago
  Thanks for the thumbs up! We have an abstract report provider which allows developers to use their favorite analytics platform easily. Google Analytics is quite convenient - it allows the reuse of already existing data, and does not require the management of an analytics service.
andegre 8y ago
I'd love to see some examples of this in action. I'm not the best at implementing these kinds of things without seeeing examples.
- mgechev 8y ago
  We have a few examples in the readme. You can find demo applications using the Guess.js plugin for webpack here https://github.com/guess-js/guess/tree/master/packages/guess-webpack#demos https://github.com/guess-js/guess/tree/master/packages/guess... The most real-world demo is the Gatsby Wikipedia example which Addy Osmani demonstrated on Google I/O. You can find it here at https://guess-gatsby-wikipedia-demo.firebaseapp.com/ https://guess-gatsby-wikipedia-demo.firebaseapp.com/. You can toggle link highlighting by pressing "h". Red links are very likely to be visited, orange/yellow ones have mild probability, and green ones are unlikely. The highlighting is based on the model that Guess.js builds from the Google Analytics report. Here's demo of using Guess.js with static sites https://github.com/guess-js/guess/tree/master/experiments/guess-static-sites#guess-static-sites https://github.com/guess-js/guess/tree/master/experiments/gu...
  - rajangdavis 8y ago
    I think there are some issues with the demo, there are 502 errors (CORS) coming up in the console.
  - wafflesindeed 8y ago
    Is this a desktop-only demo?
- ssttoo 8y ago
  https://github.com/mgechev/guess-next https://github.com/mgechev/guess-next for predictive prefetching of JavaScript bundles
danielsokil 8y ago
Would be great to have an example of Guess.js with https://github.com/sveltejs/sapper https://github.com/sveltejs/sapper

61 points by pestkranker 8y ago

Cool idea and a great application of predictive machine learning. Wise to tie into Google analytics. Wonder how long until Google acquires them.

mgechev 8y ago
Thanks for the thumbs up! We have an abstract report provider which allows developers to use their favorite analytics platform easily. Google Analytics is quite convenient - it allows the reuse of already existing data, and does not require the management of an analytics service.

andegre 8y ago

I'd love to see some examples of this in action. I'm not the best at implementing these kinds of things without seeeing examples.

mgechev 8y ago
We have a few examples in the readme. You can find demo applications using the Guess.js plugin for webpack here https://github.com/guess-js/guess/tree/master/packages/guess-webpack#demos https://github.com/guess-js/guess/tree/master/packages/guess... The most real-world demo is the Gatsby Wikipedia example which Addy Osmani demonstrated on Google I/O. You can find it here at https://guess-gatsby-wikipedia-demo.firebaseapp.com/ https://guess-gatsby-wikipedia-demo.firebaseapp.com/. You can toggle link highlighting by pressing "h". Red links are very likely to be visited, orange/yellow ones have mild probability, and green ones are unlikely. The highlighting is based on the model that Guess.js builds from the Google Analytics report. Here's demo of using Guess.js with static sites https://github.com/guess-js/guess/tree/master/experiments/guess-static-sites#guess-static-sites https://github.com/guess-js/guess/tree/master/experiments/gu...
- rajangdavis 8y ago
  I think there are some issues with the demo, there are 502 errors (CORS) coming up in the console.
- wafflesindeed 8y ago
  Is this a desktop-only demo?
ssttoo 8y ago
https://github.com/mgechev/guess-next https://github.com/mgechev/guess-next for predictive prefetching of JavaScript bundles

danielsokil 8y ago

Would be great to have an example of Guess.js with https://github.com/sveltejs/sapper https://github.com/sveltejs/sapper