Awesome List Updates on Nov 30, 2024

9 awesome lists updated today.

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1. Awesome Opentofu

Media / Helpers

• CNCF - OpenTofu Day Europe 2024

• CNCF - OpenTofu Day North America 2024

2. Awesome Agi Cocosci

Bayesian Modeling / Bayesian Induction

• Bayesian modeling of human concept learning - NeurIPS'98, 1998. [All Versions]. [Preprint]. This work considers the problem of learning concepts from small numbers of positive examples, a feat which humans perform routinely but which computers are rarely capable of. Bridging machine learning and cognitive science perspectives, this work presents both theoretical analysis and an empirical study with human subjects for the simple task oflearning concepts corresponding to axis-aligned rectangles in a multidimensional feature space. Existing learning models, when applied to this task, cannot explain how subjects generalize from only a few examples of the concept. The author proposes a principled Bayesian model based on the assumption that the examples are a random sample from the concept to be learned. The model gives precise fits to human behavior on this simple task and provides qualitati ve insights into more complex, realistic cases of concept learning.

3. Awesome Go

Standard CLI

• hashicorp/cli (⭐20) - Go library for implementing command-line interfaces.

4. Awesome Generative Deep Art

Running LLMs Locally / Prompt Engineering for Text-to-image

• llama.cpp guide: Running LLMs locally, on any hardware, from scratch

Text-related Generative Tools / Multi-agents

• TextCraft (⭐120) Add-in for Microsoft Word that seamlessly integrates essential AI tools, including text generation, proofreading, and more, directly into the user interface.

Related Awesome Lists / Deforum

• mahseema/awesome-ai-tools (⭐2k): A curated list of Artificial Intelligence Top Tools

5. Awesome Embedded Rust

Panic handling / WIP

• dont_panic + dont_panic_slice: panic!()-like macro that causes linking error instead of panicking. May be used to statically ensure some code won't panic. +

• no-panic: Attribute macro to require that the compiler prove a function can't ever panic.

• panic-abort: Causes an abort on panics (nightly-only)

• panic-halt: Halts the processor on panics

• panic-itm: Prints the panic through the chip's ITM to a debugger attached to the SWO pin (Cortex-M with ITM only)

• panic-never: This crate guarantees that your application is free of panicking branches.

• panic-probe: A panic handler that exits probe-run with an error code.

• panic-ramdump: Writes the panic message into the beginning of RAM and enters an infinite loop; the message can be extracted by attaching a debugger (Cortex-M only)

• panic-rtt: Set the panicking behavior to log to a JLINK debugger and loop.

• panic-rtt-target: Logs panic messages over RTT. Uses rtt-target.

• panic-semihosting: Prints the panic message via semihosting to an attached debugger (Cortex-M only)

6. Awesome Integration

Projects / API Gateway

• Ocelot (⭐8.4k) (⭐8.5k) - A .NET-based gateway offering intuitive routing and easy integration for lightweight API management.

Projects / ESB

• NServiceBus (⭐2.1k) (⭐2.1k) - Developer-friendly, .NET-based service bus that simplifies messaging and orchestrates service integration efficiently.

Projects / Workflow engine

• StackStorm (⭐6.1k) (⭐6.2k) - Robust automation engine that combines sensors, triggers, and workflows to orchestrate complex IT processes.

7. Awesome Angular

Integrations / Google Developer Experts

• ngx-intercom-messenger (⭐1) - Angular 18+ Wrapper for @intercom/messenger-js-sdk.

Server-Side Rendering / Google Developer Experts

• ngx-trpc (⭐8) - Angular tRPC client with SSR, RxJS, Signals and Subscriptions Support.

8. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• caper-bush (⭐0) - Enhances Git's tab autocomplete by using AI to generate concise, context-aware summaries of staged changes for thoughtful commit messages. Requires and OpenAI key, jq and yq.

• nlsh (⭐2) - Allows you to interact with your shell using natural language. Supports multiple LLM providers (OpenAI API compatible). Includes support for X.ai's Grok.

9. Awesome Rails

Open Source Rails Apps / Other external resources

• freeATS (⭐23) - An open source applicant tracking system with self-hosting capabilities (using Rails 7.1). - 🌍

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