Repository Index

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

• sagemaker
• aws
• reinforcement-learning
• machine-learning

:metal: awesome-semantic-segmentation

• semantic-segmentation
• benchmark
• evaluation
• deeplearning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

• deep-learning
• mit
• self-driving-cars
• deep-reinforcement-learning

TranslatedA beginner's guide to FDE (Forward Deployed Engineer) from scratch (based on the framework of Fan Bing's original book 增长黑客 (Growth Hacker, "Growth Hacking"))

Deep Learning Tutorial notes and code. See the wiki for more info.

List of articles related to deep learning applied to music

• awesome
• awesome-list
• unicorns
• list

A list of deep learning implementations in biology

Ansible examples using Vagrant to deploy to local VMs.

• ansible
• vagrant
• ruby
• vms

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

• tensorflow
• tensorflow-tutorials
• tensorflow-android
• machine-learning

learn code with tensorflow

• tensorflow-experiments
• gan
• infogan
• deeplearning

LinksHub aims to provide developers with access to a wide range of free resources and tools that they can use in their work. These resources include links to free software, libraries, frameworks, and other tools that can be used to build and deploy applications and websites.

• nextjs
• open-source
• resources
• tailwindcss

👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla

• carla
• carla-simulator
• carla-driving-simulator
• self-driving-car

Train and Deploy an ML REST API to predict crypto prices, in 10 steps

• deployment
• ml
• mlops
• crypto

💬 The Step-by-Step Beginners Tutorial for Building, Testing & Deploying a Chat app in Phoenix 🚀

• phoenix
• elixir
• elixir-lang
• beginner

The Flutter Planets app tutorial with commits per lesson

• flutter
• android
• ios
• tutorial

Samples and template scenarios for AWS CodeDeploy

Deployment checklist for securely deploying Docker

The 'Reply' Material Design case study built with Flutter.

• flutter
• material-design
• animation
• transitions

Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)

• tensorflow
• tensorflow-tutorials
• mnist-classification
• mnist

A state-of-the-art distributed system using Reactive DDD as uncertainty modeling, Event Storming as subdomain decomposition, Event Sourcing as an eventual persistence mechanism, CQRS, Async Projections, Microservices for individual deployable units, Event-driven Architecture for efficient integration, and Clean Architecture as domain-centric design

• cqrs
• ddd
• clean-architecture
• event-sourcing

Application template for Rails projects; preloaded with best practices for TDD, security, deployment, and developer productivity.

• rails-template
• template
• rails
• ruby

TranslatedLearning machine learning and quantitative analysis, in progress

🚢 Learn how to use docker.io containers to consistently deploy your apps on any infrastructure.

A community-curated directory for exploring, requesting, and supporting independently recreated software

• clean-room
• clean-room-reimplementation
• community
• community-driven