8000 Commits · kindziora/intuiShop · GitHub

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Commits

Commits on Jul 5, 2017

Uses hierarchical clustering for unsupervised clustering.
janelleszary
committed

Commits on Jun 29, 2017

Added script for creating convolutional neural network (using VGG architecture and weights) and generating embeddings for each image.
janelleszary
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Added function for embedding text description vectors using pretrained vectors from w2v neural network.
janelleszary
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Commits on Jun 28, 2017

Commits on Jun 26, 2017

Added unsupervised learning to investigate new categories. Added confusion matrices and clustering metrics.
janelleszary
committed

Commits on Jun 24, 2017

cluster_features.ipynb now uses several classification algorithms to predict class membership (where classes are 11 hand-coded)

Janelle Szary
authored and
Janelle Szary
committed

Commits on Jun 22, 2017

Added clustering algorithm: Preprocesses data and discovers clusters for different modalities.

Janelle Szary
authored and
Janelle Szary
committed
Added a notebook that compiles all data into one DF.

Janelle Szary
authored and
Janelle Szary
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Commits on Jun 21, 2017

Included comparison between kmeans labels and default labels. Draft version.

Janelle Szary
authored and
Janelle Szary
committed

Commits on Jun 20, 2017

Added first draft of clustering & categorization on w2v, still no similarity matrix functionality

Janelle Szary
authored and
Janelle Szary
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First drafts

Janelle Szary
authored and
Janelle Szary
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