lakeml 1.0.5rc3

Client library to log data to Dioptra API

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About

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.

Quickstart

1. Create your account

Sign up for a free account by reaching out to [e-mail].

2. Get your service API key

When you create an account, we generate a service API key.

3. Instrument your code

Install Library

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

Runnin the example

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 :)