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amazon-sagemaker-entrypoint-utilities

Sample utilities to shorten or simplify Amazon SageMaker's training entrypoint: logging handlers, silenced tqdm, hyperparameter parsings, etc.

amazon-sagemaker-gluonts-entrypoint

Sample GluonTS entrypoint scripts for Amazon SageMaker.

amazon-textract-serverless-large-scale-document-processing

Process documents at scale using Amazon Textract

aws-cloudformation-templates

A collection of useful CloudFormation templates

code-sharing

deepspeed-on-aws

diaglogflow-practise

dialogflow-test

djl-serving

A universal scalable machine learning model deployment solution

forecastpoc

A collection of notebooks and resources to operate an Amazon Forecast POC in a box.

ispindel

electronic Hydrometer

jupyter_environment_kernels

An Jupyter plugin to enable the automatic detection of conda and virtualenv environments as kernels.

linuxcfg

My Linux configurations

mlmax

Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many design choices.

nn

🧠 Minimal implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

personalizepoc

POC In a box guide material for Amazon Personalize

python-project-skeleton

A simple project structure for Python

pytorch-widedeep

A flexible package to combine tabular data with text and images using Wide and Deep models in Pytorch

pyutil

Collections of code fragments

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

restructuredtext-documentation-reference

Tutorial and reference for reStructuredText documentation.

rl-testbed-for-energyplus

Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus

sagemaker-custom-training-containers

Implementations of Amazon SageMaker-compatible custom containers for training.

smallmatter-package

Sample wrappers to streamline data-science tasks using Python toolkits (such as pandas, matplotlib, etc.) on AWS.

smworkshop

template-doc

ts-crash-course

uc-job-search-deployment