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Tensorflow.jsMachine Learning in Javascript
June 6, 2018Kevin Scott
thekevinscott.com/bostonjs | June 6 2018
thekevinscott.com/bostonjs | June 6 2018
Machine Learning
Mathematics,Statistics
thekevinscott.com/bostonjs | June 6 2018
Machine Learning
Mathematics,Statistics
Python, R
thekevinscott.com/bostonjs | June 6 2018
Tensorflow.js
● Show picture of playground
● Came from deeplearn.js
thekevinscott.com/bostonjs | June 6 2018
Why run Tensorflow in your browser?
1. Wide distribution2. Interactive3. Sensors4. Privacy
thekevinscott.com/bostonjs | June 6 2018
Importing Models
You can import pre-trained models
thekevinscott.com/bostonjs | June 6 2018
Tensorflow.js
● https://playground.tensorflow.org/#activation=tanh&batchSize=10&dataset=spiral®
Dataset=reg-plane&learningRate=0.03®ularizationRate=0&noise=0&networkShape
=5,2&seed=0.00055&showTestData=false&discretize=false&percTrainData=50&x=true
&y=true&xTimesY=false&xSquared=true&ySquared=false&cosX=false&sinX=false&cos
Y=false&sinY=false&collectStats=false&problem=classification&initZero=false&hideTex
t=false&showTestData_hide=true&stepButton_hide=true&activation_hide=true
thekevinscott.com/bostonjs | June 6 2018
Tensorflow.js
● https://reiinakano.github.io/fast-style-transfer-deeplearnjs/
thekevinscott.com/bostonjs | June 6 2018
Tensorflow.js
● https://teachablemachine.withgoogle.com/
thekevinscott.com/bostonjs | June 6 2018
Tensorflow.js
● https://teachablemachine.withgoogle.com/
thekevinscott.com/bostonjs | June 6 2018
Thanks!
thekevinscott.com/bostonjs@thekevinscott