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amazon-sagemaker-examples

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

aws-alexa-workshop-ask

aws-elb-logs-to-elasticsearch

aws-lambda-deploy

A collection of tools to enable canary deployments of AWS Lambda functions.

aws-region-migration

AWS区域迁移脚本工具

capstone_aws_deepracer

Code that was used in the Article "An Advanced Guide to AWS DeepRacer"

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deepracer-analysis

A set of Jupyter notebooks to analyze the performance of a DeepRacer model.

deepracer-for-cloud

Creates an AWS DeepRacing training environment which can be deployed in the cloud, or locally on Ubuntu Linux, Windows or Mac.

deepracer-k1999-race-lines

Race-line calculation of a DeepRacer track

deepracer-log-analysis

Adventures in a data-driven approach to training, evaluating and tuning AWS DeepRacer reinforcement learning models (compatible with the new AWS DeepRacer console training logs after Aug 2020).

deepracer-submit

DeepRacer League Auto Submit Bot

deepraceranalytics

Aws DeepRacer 线上分析器，日志一键上传，实时分析

deepracerlabsandtools

drawio

ecsdemo-crystal

Part 4 of a 4 part ECS Workshop

ecsdemo-frontend

ecsdemo-nodejs

Part 3 of a 4 part ECS workshop

ecsdemo-platform

Phase 1 of a 4 part ECS workshop

elasticsearch

Open Source, Distributed, RESTful Search Engine

generative_deep_learning_2nd_edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

hello-world

First repo of my github.

hugging-llm

HuggingLLM, Hugging Future.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

iterm2-color-schemes

Over 200 terminal color schemes/themes for iTerm/iTerm2 (with ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remina, Termite, XFCE, Tilda, FreeBSD VT, and Terminator)

lambda-apigateway-twilio-tutorial

Getting started with AWS Lambda + Amazon API Gateway. Use Twilio MMS to upload photos to S3 without servers.

lambda-refarch-imagerecognition

The Image Recognition and Processing Backend reference architecture demonstrates how to use AWS Step Functions to orchestrate a serverless processing workflow using AWS Lambda, Amazon S3, Amazon DynamoDB and Amazon Rekognition.

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book