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The Digital Methods Initiative Tool Archive is a list and archive of tools developed by the DMI and affiliates. It notes that some tools are actively maintained and others are not. Featured tools include 4CAT, Issuecrawler, YouTube Data Tools and Zeeschuimer.
ZZ Method is an educational resource for documentaries, courses, books, reference material, or self-learning.
A Towards Data Science article by Hui Wen Goh evaluating popular hallucination detectors, including G-eval, Ragas and the Trustworthy Language Model, across four public RAG datasets. Using AUROC and precision/recall, it reports how well the methods automatically flag incorrect LLM responses in retrieval-augmented generation systems.
CEX.IO is a cryptocurrency exchange platform offering access to digital asset services, 24/7 customer support, and multiple payment methods. Users can buy, sell, trade, and store cryptocurrencies, swap between supported assets, and, where eligible, access staking services. UK-based customers can withdraw GBP using cashout methods shown in their account. The company states it was founded in 2013.
A guide for performing a customized Office install using the Office Deployment Tool, with a configuration file exported from config.office.com and commands run in an elevated Command Prompt. It notes that the official method uses neither an ISO nor a one-click solution, and mentions an advanced alternative method, YAOCTRI.
Immersion-Based Japanese Learning is a website explaining an input-driven, immersion-based language learning method with a focus on Japanese. It sets out to argue for the method, provide a learning setup, and list learning resources and Japanese media recommendations.
lambda-ml is a small machine learning library written in Lisp, specifically Clojure, aimed at simple, concise implementations of machine learning techniques and utilities. It covers supervised algorithms such as neural networks, decision trees, ensemble methods, k-nearest neighbors, linear and logistic regression, naive Bayes and random forest, plus unsupervised methods including DBSCAN, hierarchical clustering, k-means and non-negative matrix factorization.
ManifoldLearning.jl is a Julia package for manifold learning and nonlinear dimensionality reduction. It provides methods including Isomap, diffusion maps, locally linear embedding, Hessian eigenmaps, Laplacian eigenmaps, local tangent space alignment and t-SNE. Most methods use k-nearest neighbors to construct local subspace representation, and a custom k-nearest neighbors function is suggested for large datasets.
MEKA is an open source implementation of methods for multi-label learning and evaluation, based on the WEKA Machine Learning Toolkit. It includes dozens of multi-label methods from the scientific literature and a wrapper to the MULAN framework. The project is distributed via SourceForge, with code hosted on GitHub.
A Scientific American article discussing a new machine learning training method that aims to improve AI generalization abilities similar to human learning. The article suggests that adjusting training approaches, rather than solely increasing training data volume, may lead to more flexible and less error-prone AI systems.
The NIST Digital Library of Mathematical Functions is an online reference covering special functions, organized into chapters such as algebraic and analytic methods, numerical methods, and orthogonal polynomials. It provides an index, notations, a guide to searching, permalinks and reference numbers for citing specific equations, tables and figures, and a list of software and errata.
Southern Methodist University down in Dallas, United States is kind of a big deal for Energy, Environmental Science and Earth and Planetary Sciences.
Spinning Up is OpenAI's educational resource on deep reinforcement learning. Its documentation covers installation, included algorithms, running experiments, and an introduction to RL, along with algorithm pages for methods such as DDPG and PPO. The DDPG page describes an algorithm that concurrently learns a Q-function and a policy for continuous action spaces. The PPO page describes on-policy first-order methods, including PPO-Clip.
Universal Encoding Tool is a web-based utility that offers methods for encoding, decoding, encryption, decryption, conversion and hashing. It covers simple conversions between ASCII, binary, hex, decimal and Roman numerals, along with network tools for IP and IPv6. Non-key encoding methods, HTML entities, URL encoding, hash algorithms, key-based encryption ciphers, Unix time conversion and IBAN validation are also listed.
AOMEI Backupper is Windows software for system backup and cloning that also provides file syncing. The Standard edition backs up operating systems, disks, or individual files to local drives, external drives, NAS and network shares, with automatic, incremental and event-triggered methods. It supports Windows 11 through Windows 7. Other editions include Professional, Workstation, Server and Technician.
Create online elections and polls with voting methods such as STAR, Approval, Ranked Robin, and Ranked Choice. BetterVoting also documents election setup and tallying.
The Data Visualisation Catalogue is a project by Severino Ribecca that provides a non-code-based library of information visualization types. The site serves as a learning and inspiration resource, offering a searchable guide to chart methods such as bar charts, heatmaps and treemaps. Example images mostly use dummy data.
Library Genesis (libgen.la) is a digital library providing access to a wide range of materials including scientific articles, fiction, comics, magazines, and standards. It offers search functionality, content downloads via multiple methods, mirror sites, and supplementary tools such as an API, RSS feeds, and bibliographic search services.
Malfrat's OSINT Map is a web-based tree of open source intelligence tools and methods, presented as an alternative version of osintframework.com. Its legend marks items that require installation, need purchases, are web-based, are guides, lead to .onion sites, are browser extensions, or are offensive-OSINT that might alert the target.
Guide to maritime OSINT methods for tracking vessels, ports, shipping routes, and ocean activity.
A written guide on coffee compiled by Dan from YouTube videos, books, industry professionals and internet forums. It covers brewing methods, coffee varieties, origins and processing, roast levels, gear and cleaning, with a stated reading time of roughly two hours.
Community language-learning guide with resources, methods, and reference links.
A GitHub Gist by paulirish titled How to view-source of a Chrome extension. It lists several options for viewing extension source, including a command-line method to download the extension as a zip and extract it, using the CRX Viewer website, and using the CRX Viewer extension. It also describes viewing the source of a locally installed extension.