[FEATURE REQUEST] Make Model class pickle-able #165

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opened 2025-10-14 16:29:01 -06:00 by navan · 0 comments

navan commented

2025-10-14 16:29:01 -06:00

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Originally created by @AndriyMulyar on 12/18/2018

What problem does your feature solve?
Define a way to serialize a Model object such that the pipeline and inner machine learning model are connected in a single binary file.
Model objects can then be serialized and compressed for remote installation.

Describe the solution you'd like
Serialized models could be hosted anywhere and installed from anywhere.
model = medacy.load(serialized_model) # this would load an instance of the Model class

*Originally created by @AndriyMulyar on 12/18/2018* **What problem does your feature solve?** Define a way to serialize a Model object such that the pipeline and inner machine learning model are connected in a single binary file. Model objects can then be serialized and compressed for remote installation. **Describe the solution you'd like** Serialized models could be hosted anywhere and installed from anywhere. model = medacy.load(serialized_model) # this would load an instance of the Model class