Awesome List Updates on Feb 27, 2024

12 awesome lists updated today.

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1. Awesome Polars

Libraries/Packages/Scripts / Python

• Narwhals (⭐10) - Python files that provides an extremely lightweight compatibility layer between Polars, Pandas, cuDF, and Modin by @MarcoGorelli.

• polars-upgrade (⭐29) - Python package that automatically upgrades your Polars code so it's compatible with future versions by @MarcoGorelli.

2. Awesome Agi Cocosci

Domain Specific Language / DSL Program Synthesis

• pix2code: Generating Code from a Graphical User Interface Screenshot - ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2018. [All Versions]. [Code (⭐12k)]. [Website]. This paper shows that deep learning methods can be leveraged to train a model end-to-end to automatically reverse engineer user interfaces and generate code from a single input image with over 77% of accuracy for three different platforms (i.e. iOS, Android and web-based technologies).

3. Awesome Wagtail

Apps / Widgets

• Wagtail Ace Editor (⭐0) - An IDE-like code editor right in your Wagtail admin.

Apps / Misc

• Wagtail Word (⭐0) - A way to upload your word (.docx, .doc) documents as pages to Wagtail.

4. Awesome Wardley Maps

AI

• Learn about Wardley Maps using Claude - An AI Application using Claude to help learn Wardley Maps

• Learn about Wardley Maps using OpenAI - Streamlit and OpenAI application to learn Wardley Maps.

• Learn about Wardley Maps using OpenAI Assistants - OpenAI Assistant application to help learn Wardley Maps.

• Learn about Wardley Maps using MEMGPT - Experimental Streamlit AI Assistant bot tuned on Wardley Mapping. Using MemGPT this AI Assistant has memory is divided into three parts: recall memory, core memory, and archival memory. Full source code and data provided in the GitHub repo (⭐8). Recall Memory: This is my short-term memory where I keep recent interactions. Core Memory: This is where I store key details about my persona and about you, the user. This gives me a 'personality' and allows for more personalized conversation. Archival Memory: This is my long-term memory where I store information that doesn't fit into core memory but is essential to remember. It's infinite in size, and I usually page through it to find answers to your questions. These parts work together to help the AI Assistant remember prior engagements, learn from them, and refer back when needed.

Development

• Convert WM format to Many - A simple streamlit app to convert the OnlineWardleyMaps OWM format to JSON, TOML, JSON Graph and Cypher text.

• Exploring Prompt Engineering using Wardley Maps - A series of blog posts about AI, Python and Wardley Mapping.

Development / ChatGPT

• Wardley Map Analyst - Analyzes and visualizes Wardley Maps from text

• Learn Wardley Mapping - I guide you in learning and applying Wardley Maps.

• Introduction to Wardley Mapping - A quick introduction to Wardley Mapping

• Wardley Map Syntax Expert - Expert in analyzing and fixing Wardley Map syntax

5. Awesome Quant

Julia / FrameWorks

• Lucky.jl (⭐1) - Modular, asynchronous trading engine in pure Julia.

6. Awesome Job Boards

Artificial Intelligence (AI)

• AI Jobs Dev - Discover companies looking to hire AI, ML, Data Science & Big Data engineers and connect with them

Big Data

• AiJobsTracker - Live aggregator of 400+ AI-first companies's job boards, updated daily

Programming / Mobile

• androiddev.careers – Job board for Android developers

7. Awesome Php

Configuration / PHP Conferences

• Laracon EU - Laracon EU is a 2-day event for people who are interested in learning Laravel and related technologies, or who want to share their knowledge with others.

• PHP[TEK] - The longest-running web developer conference in the United States that has a focus on the PHP programming language.

8. Awesome Swift

Misc

• xcbeautify (⭐857) - Little beautifier tool for xcodebuild.

Audio

• MusicKit (⭐606) - A framework for composing and transforming music.

Chart

• SwiftCharts (⭐2.5k) - Highly customizable charts for iOS.

Utility / Barcode

• EZSwiftExtensions (⭐3k) - How standard types and classes were supposed to work.

9. Awesome Generative Deep Art

Prompt Engineering / Prompt Optimizers

• [🔥🔥🔥] stanfordnlp/dspy (⭐6.9k): DSPy: The framework for programming — not prompting — foundation models

• vaibkumr/prompt-optimizer (⭐201): Minimize LLM token complexity to save API costs and model computations.

• PromptPerfect: "Optimize Your Prompts to Perfection"

Auxiliary tools and concepts / Deforum

• Inline Help: Answer customer questions before they ask

10. Awesome Readme

Examples

• IgorAntun/node-chat (⭐752) - Project screenshot. Informative badges. Clear description. Easy installation/use instructions. Live demo.

11. Awesome Neovim

Programming Languages Support / Diagnostics

• dmmulroy/ts-error-translator.nvim (⭐39) - A port of Matt Pocock's ts-error-translator for VSCode for turning messy and confusing TypeScript errors into plain English.

12. Awesome Machine Learning

Rust / General-Purpose Machine Learning

• candle (⭐12k) - Candle is a minimalist ML framework for Rust with a focus on performance (including GPU support) and ease of use.

Rust / Deep Learning

• tch-rs (⭐3.7k) - Rust bindings for the C++ API of PyTorch

• dfdx (⭐1.5k) - Deep learning in Rust, with shape checked tensors and neural networks

• burn (⭐6.3k) - Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals

Rust / Natural Language Processing

• huggingface/tokenizers (⭐8.2k) - Fast State-of-the-Art Tokenizers optimized for Research and Production

• rust-bert (⭐2.4k) - Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Tools / Misc

• Chroma - Chroma - the AI-native open-source embedding database

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