Top 15 Python sagemaker Projects

• gluonts

  4 4,308 8.7 Python

  Probabilistic time series modeling in Python

  

Project mention: Show HN: Auto Wiki v2 – Turn your codebase into a Wiki now with diagrams | news.ycombinator.com | 2024-04-23

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.

• sagemaker-python-sdk

  1 2,045 9.7 Python

  A library for training and deploying machine learning models on Amazon SageMaker

  

• InfluxDB

  www.influxdata.com featured

  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.

  

• deep-learning-containers

  1 937 9.7 Python

  AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

  

Project mention: Deploying whisperX on AWS SageMaker as Asynchronous Endpoint | dev.to | 2024-03-31

We are ready to create and deploy the sagemaker model on SageMaker as asynchronous endpoint using a image URI and the model data uploaded to S3. For different deployment regions and requirements, find suitable container images at AWS Deep Learning Container.

• runhouse

  6 721 9.8 Python

  Write local debuggable Python which traverses your powerful remote infra. Deploy as-is. Unobtrusive, unopinionated, PyTorch-like APIs.

  

Project mention: Runhouse | news.ycombinator.com | 2024-04-22

• spotty

  3 491 0.0 Python

  Training deep learning models on AWS and GCP instances

  

• sagemaker-training-toolkit

  1 470 6.3 Python

  Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

  

• syne-tune

  1 365 8.1 Python

  Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• sagemaker-tensorflow-training-toolkit

  1 267 0.0 Python

  Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https://github.com/aws/deep-learning-containers.

  

• Renate

  1 265 8.6 Python

  Library for automatic retraining and continual learning

  

• amazon-sagemaker-local-mode

  1 230 7.7 Python

  Amazon SageMaker Local Mode Examples

  

Project mention: Debugging Python Code in Amazon SageMaker Locally Using Visual Studio Code and PyCharm: A Step-by-Step Guide | dev.to | 2023-11-15

git clone https://github.com/aws-samples/amazon-sagemaker-local-mode/ cd amazon-sagemaker-local-mode/general_pipeline_local_debug python3 -m venv .venv source .venv/bin/activate pip install jupyter jupyter lab

• post-modern-stack

  2 181 2.2 Python

  Joining the modern data stack with the modern ML stack

Project mention: [Advice] MLOps Course recommendations | /r/datascience | 2023-06-24

End-to-end stuff, full-fledge stacks: https://github.com/jacopotagliabue/post-modern-stack

• sagemaker-run-notebook

  2 139 0.0 Python

  Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events

  

• datajob

  4 108 0.0 Python

  Build and deploy a serverless data pipeline on AWS with no effort.

• sagemaker-explaining-credit-decisions

  2 94 2.4 Python

  Amazon SageMaker Solution for explaining credit decisions.

  

• domino-research

  3 76 0.0 Python

  Projects developed by Domino's R&D team

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Python sagemaker related posts

• Migrate local Data Science workspaces to SageMaker Studio

  3 projects | dev.to | 8 Aug 2022

• [D] Interactive Compute Platform Recommendations for ML Research

  1 project | /r/MachineLearning | 25 Nov 2021

• [P]Spotml.io: Seamless ML training on AWS Spot instances, with docker (training 3X cheaper)

  1 project | /r/MachineLearning | 20 Nov 2021

• [N] Open Sourcing Checkpoint 🛂

  1 project | /r/MachineLearning | 27 Sep 2021

• Open-sourcing Bridge 🎉

  1 project | /r/mlops | 18 Aug 2021

• Parameters for Jupyterlab GUI notebook scheduler using sagemaker-run-notebook

  1 project | /r/aws | 4 Apr 2021

• Distributed training with Horovod/MPI

  1 project | /r/MLQuestions | 2 Apr 2021
• A note from our sponsor - InfluxDB
  www.influxdata.com | 10 May 2024

  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. Learn more →

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