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aiml-lab

AI & Machine Learning Lab

alpine-python

A small, more complete, Python Docker image based on Alpine Linux.

amazon-comprehend-developer-guide

The open source version of the Amazon Comprehend docs. You can submit feedback & requests for changes by submitting issues in this repo or by making proposed changes & submitting a pull request

amazon-lex-developer-guide

The open source version of the Amazon Lex docs. You can submit feedback & requests for changes by submitting issues in this repo or by making proposed changes & submitting a pull request.

amazon-polly-developer-guide

The open source version of the Amazon Polly docs. You can submit feedback & requests for changes by submitting issues in this repo or by making proposed changes & submitting a pull request.

amazon-rekognition-developer-guide

The open source version of the Amazon Rekognition docs. You can submit feedback & requests for changes by submitting issues in this repo or by making proposed changes & submitting a pull request.

amazon-sagemaker-aws-greengrass-custom-object-detection-model

End to end code samples for training an object detection model in Amazon SageMaker using the built-in SSD algorithm and running it on AWS IoT Greengrass.

amazon-sagemaker-developer-guide

The open source version of the Amazon SageMaker docs

amazon-sagemaker-examples

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

amazon-transcribe-developer-guide

The open source version of the Amazon Transcribe docs. You can submit feedback & requests for changes by submitting issues in this repo or by making proposed changes & submitting a pull request.

amazon-translate-developer-guide

The open source version of the Amazon Translate docs. You can submit feedback & requests for changes by submitting issues in this repo or by making proposed changes & submitting a pull request

anomaliesinoptions

In this notebook we will explore a machine learning approach to find anomalies in stock options pricing.

automation-repo

Machine learning and process automation

awesome-python-scientific-audio

Curated list of python software and packages related to scientific research in audio

aws-deep-learning-amis

This is the documentation for AWS Deep Learning AMIs: your one-stop shop for deep learning in the cloud

aws-deeplens-user-guide

The open source version of the AWS DeepLens user guide. You can submit feedback & requests for changes by submitting issues in this repo or by making proposed changes & submitting a pull request.

aws-deepracer-workshops

DeepRacer workshop content for Re:Invent 2018

aws-serverlessrepo-python

A Python library with convenience helpers for working with the AWS Serverless Application Repository.

awscloudlab

AWS Cloud Lab is aims to facilitate educators using AWS in their teaching. Using AWS, teacher can create the tailor made lab environment for every students, and get rid of the physical computer limitation.

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

blogpost-tutorials

Code accompanying Deep Learning tutorials on blog - including implementations of CNN and LSTM from scratch

boltzmann-machines

Boltzmann Machines in TensorFlow with examples

carnd-behavioral-cloning-p3

carnd-mpc-project

carnd-pid-control-term2-p3

Implement a PID controller in C++ to maneuver the vehicle around the track in simulator.

carnd-pidcontroller-p9

cookiecutter

A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects.

course_aws_certified_machine_learning

crossplane

Quick and reliable way to convert NGINX configurations into JSON and back.

cs231n.github.io

Public facing notes page