Gluon TS (Time Series)
AWS Labs has a lot of open source code up on GitHub. Gluon TS helps you build and train models for forecasting time series data. It’s built on the Apache MXNet project and is can help with a lot of the heavy lifting for this use case.
I call out a few more details in the Twitter thread below…
it’s up at https://github.com/awslabs/gluon-ts
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@marknca tweeted at 16-Nov-2021, 13:06
That thread broke on Twitter for some reason (probably me, I’m probably the reason ๐คฃ). Here’s the rest of it…
yesterday’s threads up at:
- Lambda power tools for python, https://markn.ca/2021/aws-lambda-powertools-python/
- AWS Deployment Framework, https://markn.ca/2021/aws-deployment-framework/
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@marknca tweeted at 16-Nov-2021, 13:06
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original announced in 2017, this one has flown under the radar for most folks…that’s ok, it’s pretty low level but still worth a look
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@marknca tweeted at 16-Nov-2021, 13:06
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time series data is everywhere. being able to easily build & train models around this type of data is extremely useful to a lot of businesses
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@marknca tweeted at 16-Nov-2021, 13:06
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to help you model predictions or actions over time
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@marknca tweeted at 16-Nov-2021, 13:06
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more on them at https://ts.gluon.ai/tutorials/data_manipulation/synthetic_data_generation.html
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@marknca tweeted at 16-Nov-2021, 13:06
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…but if you do need it, this is a very handy repo for time series forecasting!
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@marknca tweeted at 16-Nov-2021, 13:06