Add documentation about BYO Models #47
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lukmis
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Jan 17, 2018
ragavvenkatesan
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Jan 30, 2018
* add sagemaker cli (#32) * add sagemaker cli * remove unnecessary close * address PR comments * tidy up imports * fix imports, flake8 errors * improve help message for bucket-name * remove default role name * fix log-level and py3 tests, add copyright * update cli example scripts * Add documentation about BYO Models (#47) * Add test for BYO estimator using Factorization Machines algorithm as an example. (#50) * Support multi-part uploads (#45) * Update TensorFlow examples following API change (#44) * Add data_type to hyperparameters (#54) When we describe a training job the data type of the hyper parameters is lost because we use a dict[str, str]. This adds a new field to Hyperparameter so that we can convert the datatypes at runtime. instead of validating with isinstance(), we cast the hp value to the type it is meant to be. This enforces a "strongly typed" value. When we deserialize from the API string responses it becomes easier to deal with too.
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laurenyu
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May 31, 2018
We originally weren't honoring job names passed through fit(). This change fixes that.
apacker
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Nov 15, 2018
Additional inference discussion and analysis in LDA-Science
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This change provides clearer instructions for the bring-your-own model case. Relevant forum post - https://forums.aws.amazon.com/thread.jspa?threadID=269142&tstart=0