Dioptra is a ML intelligence platform. It provides real time observability of models in production as well as error analysis frameworks to understand model performance and inform retraining strategies.
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Install the Dioptra library in an environment using Python > 3.5.3.
$ pip3 install dioptra
Or clone the repo:
$ git clone https://github.com/dioptra-ai/collector-py.git
$ python3 setup.py install
You can run the provided example to get a sense of how Dioptra works
$ export DIOPTRA_API_KEY=<your_api_key>
$ python3 examples/image_classification.py
And log in to the dioptra app to see what happens :)
FAQs
Client library to log data to Dioptra API
We found that dioptra demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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