cfregly

aws-step-functions-data-science-sdk-python

Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

amazon-sagemaker-keras-text-classification

A step-by-step guide that shows how to do text classification by run training/inference for a custom model in Amazon SageMaker

fastbook

The fastai book, published as Jupyter Notebooks

notebooks

Notebooks using the Hugging Face libraries 🤗

awesome-sagemaker

A curated list of references for Amazon SageMaker

aws-codeguru-profiler-demo-application

Example application demonstrating the features of Amazon CodeGuru Profiler

aws-data-wrangler

Pandas on AWS

data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

eks-workshop

AWS Workshop for Learning EKS

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-mnist-tutorial

Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

adapter-bert

AlphaToe

Applying the deep learning techniques from Alpha Go to play tic-tac-toe

amazon-comprehend-custom-entity

Notebooks and recipes for creating custom entity recognizer for Amazon comprehend.

client-python

Official Python client library for kubernetes

faas

OpenFaaS - Serverless Functions Made Simple for Docker & Kubernetes

guild

Source for the Guild command line interface

guild-python

Rewrite of Guild AI in Python

guild-python-1

Active repository for Guild command line tools

incubator-superset

Apache Superset (incubating) is a modern, enterprise-ready business intelligence web application

katib

Repository for hyperparameter tuning

kops

Kubernetes Operations (kops) - Production Grade K8s Installation, Upgrades, and Management

mlflow

Open source platform for the machine learning lifecycle

models

Models and examples built with TensorFlow

PersonalizePOC

POC In a box guide material for Amazon Personalize

studio

Studio: Simplify and expedite model building process