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The Mobile Application is developed in Flutter (using Amplify packages for Flutter). Amplify DataStore As discussed previously Amplify DataStore is used to persist, version and sync the model. The GraphQL schema is as follows: type MLStore @model { ...
A new Python library is developed - sklearn-model (Github Link) which aids in exporting scikit-learn models as per the JSON Machine Learning Model specification which was discussed in detail in the previous section. Installation The library can be...
JSON is a simple data interchange format which has gained tremendous popularity. The aim of this specification is to present a way in which people can export their Machine Learning models into JSON and then import this JSON model and run inference/sc...
Analytics has evolved dramatically in the past two decades from dedicated server side machines to cloud and now to the edge (IoT devices, smart phones). Some of the reasons for this move is Speed: Data is processed as soon it is captured and ther...
Earlier today, the Python Steering Council announced the acceptance of PEP 634, and its companion PEPs 635 and 636, collectively known as the Pattern Matching PEPs. This will lead to the introduction of match statement in future version of Python whi...
There was a recent uproar on twitter due to a (now deleted) tweet by a data science interviewer which divided the python community - pandas.read_csv() vs. the built-in csv module. It is perfectly fine in case you do not use the built-in csv module a...