Awesome List Updates on Aug 10, 2023

10 awesome lists updated today.

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1. Awesome Audit Algorithms

Papers / 2023

• Auditing Yelp’s Business Ranking and Review Recommendation Through the Lens of Fairness - (Arxiv) Audits the fairness of Yelp’s business ranking and review recommendation systems, with demographic parity, exposure, and statistical tests such as quantile linear and logistic regression.

Papers / 2021

• When the Umpire is also a Player: Bias in Private Label Product Recommendations on E-commerce Marketplaces - (FAccT) Do Amazon private label products get an unfair share of recommendations and are therefore advantaged compared to 3rd party products?

2. Awesome Rust

Applications

• doprz/dipc (⭐186) - Convert your favorite images and wallpapers with your favorite color palettes/themes

Development tools / Web Servers

• frolic (⭐182) - An API layer to build customer facing dashboards 10x faster

Libraries / Artificial Intelligence

• huggingface/candle (⭐15k) [candle-core] - a minimalist ML framework with a focus on easiness of use and on performance (including GPU support)

Libraries / Compression

• 7z
  • dyz1990/sevenz-rust (⭐148) [sevenz-rust] - A 7z decompressor/compressor written in pure rust.

Libraries / Graph algorithms

• neo4j-labs/graph (⭐378) - A library for high-performant graph algorithms

3. Free for Dev

Monitoring

• sitesure.net - Website and cron monitoring - 2 monitors free

4. Awesome Godot

Plugins and scripts / Various Godot versions

• Importality (⭐331) - raster graphics and animations importers: Aseprite, Krita, Pencil2D, Piskel, Pixelorama and others (Godot 4.x).

5. Awesome Newsletters

General Section / Svelte

• Integration Digest. A monthly curated newsletter aggregating the latest news in API Management, iPaaS, ESB, integration frameworks, message brokers, etc.

6. Awesome Math

Number Theory / Surreal Numbers

• 📝 Yet Another Introductory Number Theory Textbook - Jonathan A. Poritz

7. Awesome Generative Deep Art

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• AgentBench: Evaluating LLMs as Agents: Hugging Face paper page on a benchmark to evaluate LLMs agents

8. Awesome Tmux

Tools and session management

• xpanes (⭐1.9k) Awesome tmux-based terminal divider

9. Awesome Db Tools

API / Samples

• Graphweaver (⭐449) - Turn multiple data sources into a single GraphQL API.

10. Awesome Azure Openai Llm

Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

• The leader: http://openai.com

• Open source: http://huggingface.co/chat

• Searching web: http://perplexity.ai

• allAIstartups: https://www.allaistartups.com/ai-tools

Section 11: Datasets for LLM Training / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

• Open LLMs and Datasets (⭐11k): A list of open LLMs available for commercial use.

• Dataset example

  Expand

  cite

  SFT Dataset

  Category	Instruction	Context	Response
  0	Open QA	How do I get rid of mosquitos in my house?	You can get rid of mosquitos in your house by ...
  1	Classification	Classify each country as "African" or "European"	Nigeria: African Rwanda: African Portugal: European
  2	Information Extraction	Extract the unique names of composers from the text.	To some extent, European and the US traditions... Pierre Boulez, Luigi Nono, Karlheinz Stockhausen
  3	General QA	Should investors time the market?	Timing the market is based on predictions of t...

  RLHF Dataset

  Instruction	Chosen Response	Rejected Response
  What is Depreciation	Depreciation is the drop in value of an asset ...	What is Depreciation – 10 Important Facts to K...
  What do you know about the city of Aberdeen in Scotland?	Aberdeen is a city located in the North East of Scotland. It is known for its granite architecture and its offshore oil industry.	As an AI language model, I don't have personal knowledge or experiences about Aberdeen.
  Describe thunderstorm season in the United States and Canada.	Thunderstorm season in the United States and Canada typically occurs during the spring and summer months, when warm, moist air collides with cooler, drier air, creating the conditions for thunderstorms to form.	Describe thunderstorm season in the United States and Canada.

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