sagemaker-python-sdk VS gluonts

Compare sagemaker-python-sdk vs gluonts and see what are their differences.

sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker (by aws)
AWS Mxnet Tensorflow Machine Learning Python Pytorch sagemaker huggingface
Source Code
sagemaker.readthedocs.io
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gluonts

Probabilistic time series modeling in Python (by awslabs)
Deep Learning time-series Forecasting neural-networks Machine Learning time-series-prediction time-series-forecasting Mxnet Pytorch AWS sagemaker Timeseries Artificial intelligence Data Science Torch
Source Code
ts.gluon.ai
Docs
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InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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WorkOS - The modern identity platform for B2B SaaS
The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
workos.com
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sagemaker-python-sdk gluonts
1 4
2,042 4,297
1.5% 4.3%
9.7 8.7
3 days ago 6 days ago
Python Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

sagemaker-python-sdk

Posts with mentions or reviews of sagemaker-python-sdk. We have used some of these posts to build our list of alternatives and similar projects.

gluonts

Posts with mentions or reviews of gluonts. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-13.
  • Show HN: Auto Wiki v2 – Turn your codebase into a Wiki now with diagrams
    1 project | news.ycombinator.com | 23 Apr 2024
    https://github.com/awslabs/gluonts is a great candidate for a sample wiki. It is an OSS lib, not great documentation, very hard to RTFM (unlike, say, sklearn which already has a great wiki), doubtful that awslabs would pay to produce.
  • gluonts VS darts - a user suggested alternative
    2 projects | 13 Apr 2023
  • [Q] `py.typed` and `.typesafe`
    1 project | /r/learnpython | 23 Jan 2023
    I was looking at [`gluonts`](https://github.com/awslabs/gluonts/tree/dev/src/gluonts/core) source code and I found a `py.typed` file. That is something I always put in my type-annotated modules: it's literally an empty file which denotes that the module is marked for "internal or external use in type checking" [mypy docs](https://mypy.readthedocs.io/en/stable/installed_packages.html?highlight=py.typed#creating-pep-561-compatible-packages). However, I never saw before the `.typesafe` file. What does it denote? Does it have to be used alongside a `py.typed`?
  • Cash-flow forecasting
    4 projects | /r/datascience | 7 Oct 2022
    -GluonTS

What are some alternatives?

When comparing sagemaker-python-sdk and gluonts you can also consider the following projects:

stable-diffusion-docker - Run the official Stable Diffusion releases in a Docker container with txt2img, img2img, depth2img, pix2pix, upscale4x, and inpaint.

darts - A python library for user-friendly forecasting and anomaly detection on time series.

sagemaker-python-sdk vs stable-diffusion-docker gluonts vs darts