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.
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Accord.MachineLearning is a NuGet package, part of the Accord.NET Framework, that contains Support Vector Machines, Decision Trees, Naive Bayesian models, K-means, Gaussian Mixture models, and general algorithms such as Ransac, Cross-validation and Grid-Search for machine-learning applications. Version 3.8.0 targets .NET Standard 1.4 and .NET Framework 3.5.
AeroSpace is an i3-like tiling window manager for macOS, currently in public beta. It uses a tree paradigm and emulates its own virtual workspaces rather than relying on native macOS Spaces. It offers fast workspace switching without animations and does not require disabling System Integrity Protection. It uses plain text configuration and is CLI first, with multi-monitor support.
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.
The ATCC Genome Portal is a repository of authenticated microbial reference genomes. It also offers a taxonomic tree view of microbial products, and customers who purchased an ATCC product can enter a lot number to download omics data.
Beautiful Soup is a Python library for pulling data out of HTML and XML files. It provides simple methods and Pythonic idioms for navigating, searching, and modifying a parse tree, and it works with parsers such as lxml and html5lib. The project has been used for screen-scraping work since 2004.
The NCMA at Bigelow Laboratory maintains a public collection of marine algae and offers culturing of algae, bacteria, viruses, growth medium and seawater, deposits and ordering by location. It provides search by Tree of Life alignments, collection statistics, and an interactive mapserver for choosing strains by isolation location.
BioMemory is a CNR project presenting a map of BioMemory collections. The listed collections are hosted by CNR institutes and cover bioresources such as herbaceous plants, trees, bacteria and DNA, animal blood, milk and tissues, filamentous fungi, plant parasitic and entomopathogenic nematodes, plant viruses and viroids, and grapevine varieties and clones. Collection types include field, cryopreserved and seed collections.
broot is a tree-oriented file manager that provides a directory overview, finds files, and launches commands. It supports searching by file name or content with regular expressions and logical operators, and lets users apply verbs such as opening files in the default program or preferred editor. Configuration files can be written in TOML or Hjson.
Broot is a tool for viewing and navigating directory trees. It provides overviews of directories including large ones, enables users to locate directories to change into, and helps maintain awareness of file hierarchy during searches.
Distributed decision tree ensemble learning in Scala.
BSPWM is a tiling window manager based on binary space partitioning that represents windows as the leaves of a full binary tree. It responds only to X events and messages received on a dedicated socket, and does not handle keyboard or pointer inputs itself, requiring a third-party program such as sxhkd to translate input events into bspc invocations.
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.
cbonsai is a project hosted on GitLab that grows bonsai trees in the terminal. It is licensed under the GNU General Public License v3.0 or later and was created on May 15, 2020.
Chart.js is an open source JavaScript charting library for the modern web, described as simple yet flexible. It supports eight animated and customisable chart types and renders on HTML5 Canvas across modern browsers, redrawing charts on window resize. Version 4.0 added a colors plugin and tree-shaking to reduce bundle size.
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.
The Multi-function Chinese Character Database presents Chinese character information, including archaic script forms, componential trees, etymologies, a full-text search of Shuowen Jiezi, an idioms collection, English-Chinese lookup and word formations. Developed by the Research Centre for Humanities Computing, it received an enhanced version in summer 2018 adding other dialect readings and new modules.
CLARIN-LT Repository is a repository for linguistic data and NLP tools. It allows free and safe deposit of resources with a choice of open licenses. The repository supports citation with persistent identifiers and offers advanced search, browsing by author, subject, language, and more. It hosts collections such as the Lithuanian Treebank ALKSNIS-UD. The service is coordinated by Lithuanian institutions.
CLARIND-UdS is the language resource repository at Saarland University, run in collaboration with Text+ and CLARIN ERIC. It hosts and processes language resources, especially multilingual corpora, supplying metadata in Dublin Core and CMDI formats for harvesting by the Virtual Language Observatory. It also hosts the GRUG Treebank and supports training for young researchers.
The CLARINO Bergen Centre provides a repository for searching and depositing language data, along with online services for treebanks and other corpora and online editing of CMDI metadata. It is part of CLARIN, a Norwegian infrastructure project funded by the Research Council of Norway and a consortium of Norwegian universities and research institutions, aimed at making language resources accessible to researchers.
Code Web Chat is an AI coding tool for VS Code, Cursor, and Antigravity that builds lean markdown prompts from files selected on a file tree. It works with chatbots, APIs, and CLIs, and is described as free, independent, and privacy-first with 100% local operation.
Code2prompt is a command line tool that converts a codebase into a single LLM prompt. It includes source tree representation, prompt templating functionality, and token counting capabilities. Installation options include Cargo, Homebrew, and a pip SDK.
CSES Problem Set is a collection of programming tasks organized into categories including introductory problems, sorting and searching, dynamic programming, graph algorithms, range queries, tree algorithms, mathematics and string algorithms. The page lists tasks with solved and attempt counts and offers account creation and login.
CudaText is a cross-platform text editor written in Object Pascal. It is an open source project that can be used free of charge, including for business. It offers syntax highlighting for over 300 lexers, code tree, code folding, multi-carets, regular expression find and replace, tabbed UI, and split views, and is extensible through Python add-ons.