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amaiya committed Nov 12, 2019
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"- *document similarity*: measuring the semantic simlarity between documents or sets of documents\n",
"- *document recommender systems*: given a specific document of interest, recommend other documents that are semantically similar to it\n",
"\n",
"Each of these examples involve **learning from largely unlabeled text data**. In this notebook, we will show you how to accomplish the above with minimal coding using *ktrain*. The *ktrain* library is an open-source, augmented ML library build around Keras and scikit-learn. It can be installed with `pip3 install ktrain` and is [available on GitHub](https://github.com/amaiya/ktrain).\n",
"Each of these examples involve **learning from largely unlabeled text data**. In this notebook, we will show you how to accomplish the above with minimal coding using *ktrain*. The *ktrain* library is an open-source, augmented ML library built around Keras and scikit-learn. It can be installed with `pip3 install ktrain` and is [available on GitHub](https://github.com/amaiya/ktrain).\n",
"\n",
"We will use the well-known [20-newsgroup dataset](http://qwone.com/~jason/20Newsgroups/) for this demonstration."
]
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