Awesome List Updates on Jul 25, 2019
12 awesome lists updated today.
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1. Awesome Artificial Intelligence
Courses
- MIT: Intro to Deep Learning - A seven-day bootcamp designed in MIT to introduce deep learning methods and applications
- Deep Blueberry: Deep Learning book - A free five-weekend plan for self-learners to learn the basics of deep-learning architectures like CNNs, LSTMs, RNNs, VAEs, GANs, DQN, A3C and more
- Spinning Up in Deep Reinforcement Learning - A free deep reinforcement learning course by OpenAI
- Real-World Natural Language Processing - Early access book on how to create practical NLP applications using Python.
- Grokking Machine Learning - Early access book that introduces the most valuable machine learning techniques.
Books
- Machine Learning for Mortals (Mere and Otherwise) - Early access book that provides basics of machine learning and using R programming language.
Journals
Newsletters
- AI Digest. A weekly newsletter to keep up to date with AI, machine learning, and data science. Archive.
2. Awesome Ruby
Cloud
- humidifier (⭐56) - Programmatically generate and manage AWS CloudFormation templates, stacks, and change sets.
CMS
- Refinery CMS - An open source Ruby on Rails content management system for Rails 5.2+.
Code Formatting
- prettier (⭐1.4k) - A prettier plugin for the Ruby language.
Web Servers
- Agoo (⭐874) - A high performance HTTP server for Ruby that includes GraphQL and WebSocket support.
3. Awesome Composer
Support / IRC
- IRC channels are on
irc.freenode.org: #composer for users and #composer-dev for development.
4. Awesome Mac
Utilities / File Organization Tools
- eZip - An easy to use, feature-rich archiver for macOS. Supports popular formats such as RAR, ZIP, 7Z, BZ2, GZ etc. Works great with Mojave dark-mode and QuickLook.
Utilities / Finder Tools
- QSpace - A clean and efficient Multi-view File Manager.
5. Awesome Microservices
Testing / Scala
- Hoverfly (⭐2.3k) - Lightweight service virtualization/API simulation tool for developers and testers.
6. Awesome Deep Learning
Researchers / Miscellaneous
- Dockerface (⭐182) - Easy to install and use deep learning Faster R-CNN face detection for images and video in a docker container.
- Awesome Deep Learning Music (⭐2.4k) - Curated list of articles related to deep learning scientific research applied to music
- Awesome Graph Embedding (⭐4.5k) - Curated list of articles related to deep learning scientific research on graph structured data at the graph level.
- Awesome Network Embedding (⭐2.4k) - Curated list of articles related to deep learning scientific research on graph structured data at the node level.
7. Awesome Competitive Programming
Community / Youtube and Livestreams
Name (Handle): Kamil Debowski (Errichto)
Link: Youtube
Other Awesome Resources / Interview Questions
Name: LeetCode
Description: Well-organized website for software engineering interview preparation with best explanined solutions.
8. Awesome Dash
Tutorials
- Interactive Visualization of Machine Learning and Computer Vision with Dash - Official introduction video.
- Webinar: Converting React components to Dash components - Official tutorial about how to convert React components to Dash components using the Dash Component Boilerplate cookiecutter template.
Component Libraries
- Dash Bio Components - Suite of bioinformatics components that make it simpler to analyze and visualize bioinformatics data and interact with them in a Dash application.
- Dash Canvas Components - Module for image annotation and image processing using Dash.
- Awesome React Components (⭐34k) - Catalog of React.js components potentially interesting to be wrapped into Dash components.
- Awesome React (⭐53k) - Helpful resources for developing React.js components.
- Dash Cytoscape Component - Graph visualization component for creating easily customizable, high-performance, interactive, and web-based networks.
- Dash DataTable Component - Interactive table that supports rich styling, conditional formatting, editing, sorting, filtering, and more.
- Dash DAQ Components - Set of controls that make it simpler to integrate data acquisition and controls into your Dash applications.
9. Awesome React
React Component Libraries
- react-bootstrap (⭐22k) - Bootstrap components built with React
10. Awesome Jquery
Tables / Paid Books
- jquery.table-shrinker (⭐29) - make HTML Table responsive across all devices, the right way!
11. Awesome Dotnet Core
General
- .NET Platform Standard (⭐18k) - The differrent between the old version and the new version of .NET.
Frameworks, Libraries and Tools / Testing
- SpecFlow (⭐2.1k) - Pragmatic BDD solution for .NET. It uses the Gherkin specification language and integrates to Visual Studio.
12. Awesome Purescript
Components
- purescript-halogen-formless (⭐125) - A renderless component for building painless forms in Halogen
Learning Resources
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