Stars
Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.
Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolkit for model serving.
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
A non-validating SQL parser module for Python
An extremely fast Python package and project manager, written in Rust.
An extremely fast Python linter and code formatter, written in Rust.
This repository is built to accelerate the adoption of SageMaker Feature Store
Secure, cross-platform Git credential storage with authentication to GitHub, Azure Repos, and other popular Git hosting services.
A set of Docker images that include popular frameworks for machine learning, data science and visualization.
Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter Notebooks
Quickly rewrite git repository history (filter-branch replacement)
MiniJinja is a powerful but minimal dependency template engine for Rust compatible with Jinja/Jinja2
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …
Tools for diffing and merging of Jupyter notebooks.
A library for training and deploying machine learning models on Amazon SageMaker
Sample utilities to shorten or simplify Amazon SageMaker's training entrypoint: logging handlers, silenced tqdm, hyperparameter parsings for writing meta entrypoint script, etc.
An extremely fast Python type checker and language server, written in Rust.
A game theoretic approach to explain the output of any machine learning model.
This repository contains guidance related to SageMaker AI Projects. SageMaker Projects help organizations set up and standardize developer environments for data scientists and CI/CD systems for MLO…