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justinormont merged 4 commits into from
Sep 27, 2018
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Clarified roadmap to mention existence of current text/NLP features #800

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clarifying roadmap to mention current text/NLP features
artidoro Aug 31, 2018
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Merge branch 'master' of https://github.com/dotnet/machinelearning in…
artidoro Sep 25, 2018
7731405
updated the documentation to fix review comments
artidoro Sep 25, 2018
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Merge branch 'master' of https://github.com/dotnet/machinelearning in…
artidoro Sep 26, 2018
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7 changes: 4 additions & 3 deletions ROADMAP.md
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Expand Up @@ -23,11 +23,12 @@ In the meanwhile, we are looking for contributions. An easy place to start is t
* Native Binary high-performance format

### Featurization Improvements
We already provide text/NLP and image processing functionnalities that will be expanded
* Text (*)
* Natural language text preprocessing such as tokenization, part-of-speech tagging, and sentence breaking
* Pre-trained text models that can be used for extracting of semantic or sentiment features from text
* Natural language text preprocessing such as improving tokenization features, adding part-of-speech tagging, and sentence boundary disambiguation
* Pre-trained text models (beyond current n-gram text handling) such as pre-trained WordEmbedding that can improve the extraction of semantic or sentiment features from text

@justinormont justinormont Sep 20, 2018

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The WordEmbedding transform was added to the external repo in #545

@artidoro artidoro Sep 25, 2018

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Ok I'll update that then!

* Image (*)
* Image preprocessing such as loading, resizing, and normalization if images
* Image preprocessing such as loading, resizing, and normalization of images
* Image featurization, including industry-standard pre-trained ImageNet neural models, such as ResNet and AlexNet

### Trained Model Management
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