@deeplearnjs

Now TensorFlow.js. a hardware accelerated machine intelligence library for the web. Official #deeplearnjs twitter, run by @nsthorat and @dsmilkov.

 Cambridge, MA
js.tensorflow.org
Joined August 2017
  • Tweets75
  • Following33
  • Followers3K
13Media
It has been a super exciting journey contributing to @deeplearnjs and really proud to see it join @TensorFlow family today! Congratulations @dsmilkov, @nsthorat, @tafsiri, @deeplearnjs! #deeplearnjs #tfjs #tensorflow
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TensorFlow
@TensorFlow30 Mar 2018
#TFDevSummit kicks off tomorrow with the Keynote at 9:30 AM PDT! Tune in for a full day of highly technical talks, demos, and conversation with the TensorFlow team and community Watch the livestream here → goo.gl/AZHgAt
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hardmaru
@hardmaru28 Mar 2018
Our work on "World Models" is out！🌐 Can neural network agents dream, and learn inside of their own dream worlds? Read more to find out: Full Interactive Article: goo.gl/NdajHT PDF: arxiv.org/abs/1803.10122
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Tero Parviainen
@teropa24 Mar 2018
“GPU-accelerated Neural Networks in JavaScript” — a comparison of the main options out there towardsdatascience.com/gpu-a…
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Replying to @deeplearnjs
@deeplearnjs & @trackingjs 6th grade science project with my son - face recognition. Inspiring other kids to dabble in ML.
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Google Labs
@GoogleLabs22 Mar 2018
Blend beats using machine learning to create music in a fun new way. Built with @deeplearnjs + Magenta → g.co/beatblender
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pitaru
@pitaru16 Mar 2018
Me: If only there was a nice write up and starter code for all this amazing Music+ML+Web coming out this week ... @tBlankensmith (two desks away): here you go! medium.com/@torinblankensmit…

Melody Mixer: Using TensorFlow.js to Mix Melodies in the Browser

It’s becoming easier for any coder to tinker with machine learning, even if you’re not a machine learning expert, thanks to tools like…

medium.com
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Google AI
@GoogleAI15 Mar 2018
Check out MusicVAE, project Magenta’s #machinelearning model that allows you to blend and explore musical scores. Additionally, there are 3 browser-based apps to play with, a MusicVAE package built on @deeplearnjs, along with several pre-trained models → g.co/magenta/music-vae.

MusicVAE: Creating a palette for musical scores with machine learning.

When a painter creates a work of art, she first blends and explores color options on an artist’s palette before applying them to the canvas. This process is ...

magenta.tensorflow.org
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TensorFlow
@TensorFlow15 Mar 2018
Check out Magenta's newest model, called MusicVAE. Hear samples, generate your own music in a Colab, and learn to use their @deeplearnjs implementation, all at g.co/magenta/music-vae! Here's a video, too: youtu.be/G5JT16flZwM

MusicVAE: Melody 2-bar "Loop" Interpolation

Watch the full video on the Magenta YouTube Channel! From "MusicVAE: A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music". https://g.co/magenta/music-vae

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Adam Roberts@ada_rob15 Mar 2018
Lots of exciting work to share today about #MusicVAE on the #Magenta blog: a full description, a JavaScript library built on @deeplearnjs, 3 browser-based apps to try it yourself, and examples galore! g.co/magenta/music-vae
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Play around with @OpenAI 's new Reptile meta-learning algorithm to do few-shot learning in your browser using @deeplearnjs and @observablehq. Crazy how easy it is to implement new #DeepLearning papers in #javascript now. beta.observablehq.com/@nstra…
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Tero Parviainen
@teropa8 Mar 2018
New pen, The Neural Drum Machine! 🥁 Try it here: codepen.io/teropa/full/JLjXG… This one uses the "Drums RNN" model from @TensorFlow Magenta to generate drum patterns. And, once again, @deeplearnjs + Tone.
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Draw some data and train a neural network to classify it. My newest @observablehq notebook exploring #DeepLearning in the browser with @deeplearnjs. beta.observablehq.com/@nstra… #javascript #DataScience
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Tero Parviainen
@teropa24 Feb 2018
Made myself a neural net arpeggiator Magenta & @deeplearnjs
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A neural network w/ 1 hidden layer (of infinite width) can recreate any function. Explore this property in real life by drawing your own data and using @deeplearnjs to fit a neural-net to it in an @observablehq notebook. #DeepLearning beta.observablehq.com/@nstra…
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Nikhil Thorat
@nsthorat20 Feb 2018
I just published a gentle @observablehq introduction to @deeplearnjs! Along the way, the quirks of SGD became obvious since I could quickly run "experiments" by changing hyperparameters via UI controls. Data science on the web has a bright future! beta.observablehq.com/@nstho…
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I just published “Playing a game using just your camera with DeepLearnJs” medium.com/@mariannelinhares…
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Tero Parviainen
@teropa6 Feb 2018
New pen: Neural Melody Autocompletion codepen.io/teropa/full/gvwwZ… Play and hold a melody fragment or chord, and let a neural network pick up where you left off. Powered by Magenta Improv RNN, @deeplearnjs, and Tone.js
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Minsuk Kahng@minsukkahng4 Feb 2018
Interactively building and playing with deep learning models on @observablehq using @deeplearnjs!! I created an example notebook for students to learn the steps of machine learning process, fully on web browser. beta.observablehq.com/@minsu…
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Here's a peek into the beginnings of a new ML library for JS on top of @deeplearnjs by a collaboration of @ITP_NYU students and researchers. itpnyu.github.io/p5-deeplear… xitter.cf/ITP_NYU/status/9583872…
ITP | Tisch | NYU@ITP_NYU30 Jan 2018
Congratulations to ITP professor, Daniel @shiffman who was awarded a Google Faculty Research Award! tisch.nyu.edu/itp/news/sprin…
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