MS Ignite, ML.NET
Tags: ignite day3, microsoft
Created on: Sep 26 2018 (Wed) @ 08:41 AM
GitHub Classification issuer
Azure Stream Analytics, Anomaly detection
0.5 is available
Features, Labels. Supervised machine learning
Transformer, takes the features and numerizing them
Microsoft.ML nuget package
Estimator is the thing to use to build your model
Create estimator and create model
Build and train
Evaluate the model
Make prediction function ?
That's a classifier. Labeler example. Classification, however not binary.
SDCA ?, A trainer.
Demo: movie recommendation
Population average, based on score
Content based filtering, taking into account user preference
Factorization Machines ?
Movie Lens Dataset
Microsoft.MLTensorflow nuget package
Style Transfer ?
MS has started integrated deep learning into ML.Net, with TensorFlow