Questions tagged [serialisation]

The tag has no usage guidance.

Filter by
Sorted by
Tagged with
0
votes
1answer
14 views

Use serialized model without installing dependencies

I prototyped an ML model consisting of preprocessing + multiple stacked regressors. I would like a colleague of mine to develop an API that will query the model. Is there any way to query the model (...
1
vote
1answer
2k views

PicklingError: Could not serialize object: TypeError: can't pickle fasttext_pybind.fasttext objects

I built a fasttext classification model in order to do sentiment analysis for facebook comments (using pyspark 2.4.1 on windows). When I use the prediction model function to predict the class of a ...
5
votes
2answers
913 views

What is a YAML file and where is it used in a machine learning context?

I am not entirely sure if this is on-topic here, so please let me know if it is not. I keep seeing the idea of YAML files pop up while reading machine learning literature. My question is, what exactly ...
1
vote
3answers
833 views

What is a good way to store processed CSV data to train model in Python?

I have about 100MB of CSV data that is cleaned and used for training in Keras stored as Panda DataFrame. What is a good (simple) way of saving it for fast reads? I don't need to query or load part of ...