Awesome List Updates on Mar 17, 2023

14 awesome lists updated today.

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1. Awesome Theoretical Computer Science

Lecture Videos Playlists / Monograph

• Harsha & Strivastava. Toolkit for Theoretical Computer Science. Tata Institute

Lecture Notes / Monograph

• Zhou. A Theorist's Toolkit. Illinois - It covers a large number of the math/CS topics that you need to know for reading and doing research in Computer Science Theory.

• O'Donnell. A Theorist's Toolkit. CMU - It covers a large number of the math/CS topics that you need to know for reading and doing research in Computer Science Theory.

• Arora. Thinking Like a Theorist. Princeton - It covers a large number of the math/CS topics that you need to know for reading and doing research in Computer Science Theory.

• Arora. A Theorist's Toolkit. Princeton - Aimed primarily at first and second year graduate students who plan to do research in theoretical computer science. We will introduce probabilistic, algebraic, combinatorial, and algorithmic methods useful in proofs.

• Kelner. Topics in Theoretical Computer Science: An Algorithmist's Toolkit. MIT - It covers a collection of geometric techniques that apply broadly in modern algorithm design.

• Maji & Valiant. Theoretical Computer Science Toolkit. Purdue

2. Awesome Orgs

Contents / Web

• Poppinss - Small focused modules for Node.js.

3. Awesome Audit Algorithms

Papers / 2018

• Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR - (Harvard Journal of Law & Technology) To explain a decision on x, find a conterfactual: the closest point to x that changes the decision.

Papers / 2016

• Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems - (IEEE S&P) Evaluate the individual, joint and marginal influence of features on a model using shapley values.

• Auditing Black-Box Models for Indirect Influence - (ICDM) Evaluate the influence of a variable on a black-box model by "cleverly" removing it from the dataset and looking at the accuracy gap

• Iterative Orthogonal Feature Projection for Diagnosing Bias in Black-Box Models - (FATML Workshop) Performs feature ranking to analyse black-box models

Papers / 2015

• Certifying and Removing Disparate Impact - (SIGKDD) Proposes SVM-based methods to certify absence of bias and methods to remove biases from a dataset.

Papers / 2014

• A peek into the black box: exploring classifiers by randomization - (Data Mining and Knowledge Discovery journal) (code (⭐2)) Finds groups of features that can be permuted without changing the output label of predicted samples

4. Awesome Cybersecurity Blueteam

Host-based tools / Tarpits

• Shufflecake - Plausible deniability for multiple hidden filesystems on Linux.

5. Awesome Crystal

CLI Builders

• Cling (⭐7) - A modular, non-macro-based command line interface library

6. Awesome Cpp

Math

• DirectXMath (⭐1.3k) - An all inline SIMD C++ linear algebra library for use in games and graphics apps

Reflection

• TSMP (⭐54) - An intrusion and macro-free C++20 library for static reflection. It uses libclang to extract reflection data from your source code and makes it usable via template specialization. [MIT]

Websites

• Build Bench - Compare C++ Builds

• Quick Bench - Quick C++ Benchmarks

7. Awesome Ruby

API Builder and Discovery

• Alba (⭐693) - A JSON serializer for Ruby, JRuby and TruffleRuby.

CMS

• Sitepress - Manage content files in Rails with the same features you'd expect from static site generators like Jekyll, Middleman, and Bridgetown.

Third-party APIs

• Notion Ruby Client (⭐88) - A Ruby wrapper for the Notion API.

8. Awesome Deno

Modules / Utils

• croner (⭐206) - Cron library with advanced scheduling features, well-documented API, and zero dependencies.

9. Awesome Selfhosted

Software / Photo and Video Galleries

• Nextcloud Memories (⭐1.1k) - Fast, modern and advanced photo management suite. Runs as a Nextcloud app. (Demo) AGPL-3.0 PHP

• SPIS (⭐3) - A simple, lightweight and fast media server with decent mobile support. GPL-3.0 Rust

10. Free for Dev

Miscellaneous

• BinShare.net - Create & share code or binaries. Avaliable to share as an beautiful image e.g. for Twitter / Facebook post or as a link e.g for chats or forums.

11. Awesome Emails

Learning / Check Also

• Web Configs (⭐2) - Monorepo for all common configurations for building web apps.

• My Neovim Config (⭐39) - Small Neovim configuration written in Lua that is specifically designed for web development.

12. Awesome Zsh Plugins

Plugins / superconsole - Windows-only.

• ask (⭐1) - Serves as a ChatGPT API frontend, enabling you to interact with ChatGPT directly from the ZSH shell using only cURL and jq.

Themes / superconsole - Windows-only.

• userandnode (⭐0) - A clean theme with decorators for username, node version, current directory, and git info.

13. Awesome Blockchain Ai

Blockchains for AI algorithms / Blockchain, AI and Machine Learning

• Bittensor - Bittensor is an open-source protocol that powers a decentralized, blockchain-based machine learning network. Related resources.

14. Static Analysis

Programming Languages / Other

• PC-lint ©️ — Static analysis for C/C++. Runs natively under Windows/Linux/MacOS. Analyzes code for virtually any platform, supporting C11/C18 and C++17.

Multiple languages / Other

• Bearer — Open-Source static code analysis tool to discover, filter and prioritize security risks and vulnerabilities leading to sensitive data exposures (PII, PHI, PD). Highly configurable and easily extensible, built for security and engineering teams.

• Next: Mar 16, 2023