Layer.ai Air Quality Prediction Challenge
Helping Uganda
$3 000 USD
Challenge completed ~3 years ago
Prediction
718 joined
258 active
Start
Jul 04, 22
Close
Oct 02, 22
Reveal
Oct 02, 22
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Reminder to use Layer
Platform · 6 Sep 2022, 11:43 · 4
27 days to go!
You are encouraged to use Layer.ai to track your experiments.
In order to win you need to have used Layer and code submissions need to be supported by a Layer repo and report.
You can learn more about using Layer for machine learning, and sign up for Layer.ai here.
- Access the data in the Layer project here - https://app.layer.ai/zindi/air-quality
- Here is an example of a project - https://app.layer.ai/zindi/sample-air-quality
- Here is a starter notebook.
How do you create a layer repo ?
You can watch the launch webinar here where Derick from Layer walks through the process - https://www.youtube.com/watch?v=mJrVdpnRYXU
To what extent does layer need to be used?
Is simply doing some logging in the code enough and not using layer it for final model training?
Hi. I work at Layer.
It's ok to use layer only for logging. However it will still require you to init layer project (with layer.init) and then decorate your functions (with @dataset or @model). You can only log things to layer from layer decorated functions.