AIF360, or AI Fairness 360, is a comprehensive toolkit that provides fairness metrics for datasets and machine learning models. It includes explanations for these metrics and algorithms to mitigate bias in data and models. The project is developed by the Trusted-AI community on GitHub.
Directory
Search results
Published directory entries matching your search.
AIToolbox is a toolbox of AI modules written in Swift, covering graphs and trees, support vector machines, neural networks, PCA, K-Means and genetic algorithms. The framework uses the Accelerate library to speed up computations, except the Linux package versions. A Swift Package is available for Mac and Linux, described as a sub-set of the full framework.
) - An algorithmic Nostr relay that personalizes feeds based on user interactions, follows, and viral content.
Alibi is an open-source project that provides algorithms for explaining machine learning models. Developed by SeldonIO and hosted on GitHub, it includes installation and usage documentation for pip and conda.
Alibi Detect is an open-source project that provides algorithms for outlier, adversarial, and drift detection. Developed by SeldonIO and hosted on GitHub, it includes installation and usage documentation for pip and conda.
This project is a collection of image files featuring characters holding textbooks related to programming and computer science topics. The listed materials include books on ABAP, machine learning, reinforcement learning, assembly language, algorithms, deep learning and other related subjects.
AnkiDroid is the official Android port of the open-source Anki spaced repetition flashcard system. It supports spaced repetition learning using the AI-optimized FSRS algorithm, and allows users to create flashcards with text, images, sounds and MathJax content. It offers features including night mode, AnkiWeb syncing, text-to-speech integration, access to over 10,000 premade decks, and the ability to add cards from other applications.
Are.na is a platform for connecting ideas and building knowledge. It allows users to capture photos, notes, files, webpages, and other content, organizing them into searchable and editable channels. The service emphasizes a non-algorithmic experience, with no ads or personalized recommendations. Users can arrange content, search across their network, and discover new ideas through intentional connections. Are.na serves students, designers, academics, researchers, and others seeking to assemble and share knowledge.
Artfol is an art portfolio and social network for artists, offering portfolios, community challenges, discovery, profile customization and algorithm control. It also includes studio tools for pixel sprites, payment cards for receiving support or commission payments, and a marketplace for shops and commission requests.
AtCoder is a programming contest site for people from beginners to experts. It holds weekly programming contests online, with contest categories including Beginner, Regular, Grand and Heuristic contests, along with algorithm and heuristic rankings.
Background Generator is a free online image creator that generates unique background images using random algorithms and seven styles. Users can customize image size up to 4K, save as JPG or PNG with transparent or opaque backgrounds, and add text to generated images. It targets wallpapers, article illustrations, posters and commercial backgrounds.
OpenCV tool that combines image processing algorithms to remove black-bar caption filters from Snapchat images
CatBoost is an open-source gradient boosting library on decision trees, developed by Yandex as the successor to its MatrixNet algorithm. It natively supports categorical features without preprocessing, offers a fast GPU implementation for large datasets, and reduces overfitting via a proprietary gradient boosting scheme. The library is used for tasks including search, recommendation systems, and weather prediction at Yandex.
ChefBoost is a lightweight decision tree framework for Python. It supports standard algorithms including ID3, C4.5, CART, CHAID and regression trees, as well as advanced techniques such as gradient boosting, random forest and Adaboost, with support for categorical features.
cl-online-learning is a Common Lisp library collecting machine learning algorithms for online linear classification. It implements binary classifiers including Perceptron, AROW, SCW-I, logistic regression with SGD or ADAM, and FTRL-Proximal, plus multiclass approaches such as one-vs-rest, one-vs-one, multiclass AROW and softmax with FTRL-Proximal. Command line tools are provided as a roswell script, and the package is available from Quicklisp.
clj-ml is an open-source machine learning library for the Clojure programming language, built on top of the Weka framework and associated tools. It is hosted as a public repository on GitHub, with installation guides for Clojars and Maven, and supports a range of machine learning algorithms.
Clues By Sam is a daily logic puzzle in which players deduce which suspects are criminals and which are innocent. Puzzles are said to be verified by algorithms. A free account can persist results history and give access to ongoing and previous week's puzzles, and puzzles get harder throughout the week.
Reinforcement Learning Coach by Intel® AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms.
CS50 is Harvard University's introduction to computer science and programming, intended for students with or without prior experience. It covers computational thinking, abstraction, algorithms and data structures, and programming in C, then Python, and later SQL, HTML, CSS and JavaScript, ending with a final project. The material is available free online through OpenCourseWare over eleven weeks.
CubeDesk is a free online Rubik's Cube timer for speedcubers. It offers WCA-style scrambles, stats and averages, algorithm training and 1v1 racing. The project was released as a desktop app and later became a web app, and its code was made open source.
Cubing.net hosts a collection of Rubik's cube tools and resources by Lucas Garron and others, including timers, scramblers, algorithm trainers, a Bluetooth timer and virtual reality tools. It also links to sites for cubing software archives, notation references, podcasts and unofficial competition results, and offers subdomains to people who want to share cubing projects.
D3.js is a JavaScript library for bespoke data visualization developed by Observable. It enables creation of custom dynamic visualizations with features including selections and transitions, scales and axes, shape rendering, interactive behaviors, layout algorithms, and geographic map projections. The library also powers Observable Plot, a high-level visualization API.
Data Science at Home is a podcast about machine learning, artificial intelligence, and algorithms. The site describes it as among the top AI and machine learning podcasts in the world and notes that industry leaders have sponsored its initiative.
A browser-based utility that converts infix expressions to postfix or prefix notation and shows the conversion steps. It also evaluates postfix and prefix expressions. The page states that spaces must not be used in the expression. Algorithm steps for the postfix and prefix conversions are presented, and the page was updated on 26 February 2023.