Awesome List Updates on Mar 14, 2024

11 awesome lists updated today.

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1. Awesome Mongodb

Resources / Documentation

• MongoDB Server Documentation

Libraries / Kotlin

• driver-kotlin-coroutine (⭐2.6k) - Official Kotlin driver

2. Awesome Ada

Build and Package / Apache License

• alr2appimage (⭐13) - A tool for automatically creating an AppImage executable from an Alire crate.

3. Awesome Artificial Intelligence

Tools / Chat

• Chat GPT ChatGPT is a free-to-use AI system. It allows users to engage in conversations, gain insights, automate tasks, and witness the future of AI all in one place.

• Gemini Gemini gives you direct access to Google AI. Get help with writing, planning, learning, and more.

Tools / Images

• DALL·E 2 DALL·E 3 is an AI system that can create realistic images and art from a natural-language description.

Tools / Video

• Sora Sora is a text-to-video AI model that can create realistic and imaginative scenes from text instructions.

Courses / Commerical Tools

• Machine Learning Observability Course - Self-guided course covers the intuition, math, and best practices for effective machine learning observability.

Books / Commerical Tools

• How Machine Learning Works - Mostafa Samir. Early access book that introduces machine learning from both practical and theoretical aspects in a non-threatening way.

• MachineLearningWithTensorFlow2ed is a book on general-purpose machine learning techniques, including regression, classification, unsupervised clustering, reinforcement learning, autoencoders, convolutional neural networks, RNNs, and LSTMs, using TensorFlow 1.14.1.

• Generative AI in Action - A book that shows exactly how to add generative AI tools for text, images, and code, and more into your organization’s strategies and projects..

Philosophy / Commerical Tools

• Super Intelligence - Superintelligence asks the question: What happens when machines surpass humans in general intelligence?

• Minds, Brains, And Programs - The 1980 paper by philosopher John Searle that contains the famous 'Chinese Room' thought experiment. It is probably the most famous attack on the notion of a Strong AI possessing a 'mind' or a 'consciousness', and it is an interesting reading for those interested in the intersection of AI and philosophy of mind.

• Gödel, Escher, Bach: An Eternal Golden Braid - Written by Douglas Hofstadter and taglined "a metaphorical fugue on minds and machines in the spirit of Lewis Carroll", this incredible journey into the fundamental concepts of mathematics, symmetry and intelligence won a Pulitzer Prize for Non-Fiction in 1979. A major theme throughout is the emergence of meaning from seemingly 'meaningless' elements, like 1's and 0's, arranged in special patterns.

Free Content / Commerical Tools

• Foundations Of Computational Agents - This book is published by Cambridge University Press

• Computers and Thought: A practical Introduction to Artificial Intelligence - The book covers computer simulation of human activities, such as problem-solving and natural language understanding; computer vision; AI tools and techniques; an introduction to AI programming; symbolic and neural network models of cognition; the nature of mind and intelligence; and the social implications of AI and cognitive science.

• Ethical Artificial Intelligence - a book by Bill Hibbard that combines several peer-reviewed papers and new material to analyze the issues of ethical artificial intelligence.

• R2D3 - A website with explanations on topics from Machine Learning to Statistics. All helped with beautifully animated infographics and real-life examples. Available in various languages.

Code / Commerical Tools

• ExplainX (⭐437)- ExplainX is a fast, lightweight, and scalable explainable AI framework for data scientists to explain any black-box model to business stakeholders.

• AIMACode - Source code for "Artificial Intelligence: A Modern Approach" in Common Lisp, Java, and Python. More to come.

Videos / Commerical Tools

• AWS Machine Learning in Motion—This interactive live video course gives you a crash course in using AWS for machine learning and teaches you how to build a fully working predictive algorithm.

• Grokking Deep Learning in Motion-Grokking Deep Learning in Motion will not just teach you how to use a single library or framework. You’ll discover how to build these algorithms from scratch!

• Reinforcement Learning in Motion - This live-video breaks down critical concepts like how RL systems learn, how to sense and process environmental data, and how to build and train AI agents.

Learning / Commerical Tools

• Professional and In-Depth Machine Learning Video Courses - A collection of free professional and in-depth Machine Learning and Data Science video tutorials and courses

• Professional and In-Depth Artificial Intelligence Video Courses - A collection of free professional and in-depth Artificial Intelligence video tutorials and courses

• Professional and In-Depth Deep Learning Video Courses - A collection of free professional and in-depth Deep Learning video tutorials and courses

Newsletters / Commerical Tools

• Superhuman.ai A daily AI newsletter

4. Ai Collective Tools

Models

• AI/ML API - One API, 100+ AI Models, Accessible 24/7. #opensource``#freemium``#paid

5. Awesome Transit

GTFS Libraries / R

• r-transit - Collection of tools for GTFS in R.

6. Awesome Zsh Plugins

Themes / superconsole - Windows-only

• braundo (⭐1) - Straightforward theme with username, current directory, git status, and timestamp.

• fish (raniconduh) (⭐10) - ZSH theme reminiscent of the default fish shell theme. Includes git status decorations.

• fish (sbfkcel) (⭐0) - Minimalist theme with decorators for git status, current directory and username.

7. Awesome Crystal

Queues and Messaging

• crafka (⭐17) - Apache Kafka library utilizing librdkafka

8. Awesome Readme

Examples

• hywax/mafl (⭐531) - Project logo. Clear description of what the project does. TOC for easy navigation. Usage code samples.

9. Awesome Digital History

Archives and primary sources / Switzerland

• Sources Online - A platform for digital scholarly text editions, integrating TEI Publisher and IIIF in Switzerland.

10. Awesome Zig

Game tools and libraries

• andy5995/zigdeck (⭐4) - A library that creates and shuffles a deck of cards from which you can draw.

11. Awesome React Components

Form Logic / Mouse Events

• hook-form-react (⭐5) - docs - A lightweight, dependency-free solution React hooks for form validation.

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