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Difftastic is an MIT-licensed command-line diff tool that compares files by syntax rather than line-by-line, parsing code with tree-sitter. It is intended to produce diffs that are easier for humans to read, showing real line numbers and handling formatting and wrapping changes. It supports many programming languages and file formats and can be configured for use with Git.
Distrodle is a terminal-styled Linux distribution guessing game inspired by Pokedle and Loldle. Players pick a difficulty, then guess a hidden distribution across 12 attributes, with green, yellow, and red cells indicating exact, partial, or no match. Distrodex provides a searchable catalog and family tree.
dtreeviz is a Python library for decision tree visualization and model interpretation. It supports scikit-learn, XGBoost, Spark MLlib, LightGBM and TensorFlow, and uses an adaptor object obtained from dtreeviz.model() to extract model information for visualization.
dut is a disk usage calculator for Linux. It produces an ASCII-art disk usage tree, counts hard links accurately, has a configurable output format, and allows setting the maximum depth of files shown via a command-line argument.
DVClive is an open-source tool that logs and tracks machine learning metrics, parameters, and models using Git and/or DVC. It is hosted on GitHub as the repository treeverse/dvclive. It provides a simple interface for experiment tracking.
Search engine that uses ad revenue to support tree planting and environmental projects.
The Human Oral Microbiome Database (eHOMD) provides curated information on bacteria in the human mouth and aerodigestive tract. It hosts a taxonomy with a provisional naming scheme for currently unnamed taxa, alongside genomic, 16S rRNA and phage data. Of 836 taxa, 547 are primarily oral and 45 primarily nasal. The site offers BLAST, genome viewers, trees and downloads.
emel is a simple and functional machine learning library built for the Erlang ecosystem and implemented in Gleam. It turns data into functions and supports installing through rebar.config, mix.exs or gleam add. Implemented algorithms include linear regression, k nearest neighbors, decision tree, naive Bayes, k means, perceptron, logistic regression and neural network, along with mathematics, algebra, geometry and statistics.
EntiTree is a visualization tool for research and study purposes. It displays connected Wikidata items on dynamic, navigable tree diagrams, with direct links to Wikipedia articles for people, organizations and events. Users can visualize Geni.com family trees, search for public and fictional individuals, and customize display themes. The tool supports multiple labels and languages, and provides a community chat via Telegram.
FATE (Federated AI Technology Enabler) is an industrial grade federated learning open source framework that enables enterprises and institutions to collaborate on data while protecting data security and privacy. It implements secure computation protocols based on homomorphic encryption and multi-party computation, and provides federated learning algorithms including logistic regression, tree-based algorithms, deep learning and transfer learning.
Feedbro is a free RSS feed reader browser extension for Chrome, Vivaldi, Edge, Brave, and Firefox. It reads RSS, Atom, and RDF feeds and integrates with social media and content sites. It includes a rule engine for automated filtering, tree-based navigation with folders, feed autodiscovery, tagging, and partial-to-full article conversion.
fizzy is an open-source framework in Zig for editors and polished apps, built around a near-empty host, a stable SDK and plugins. It runs natively on macOS, Linux and Windows and in the browser. Its plugins include a file tree, text editing, markdown preview, image viewing, zip archives and Google Drive; the project is pre-1.0.
The Forest Climate Change Data Catalogue is a collection of data sets relevant to the Canadian forest sector under a changing climate. Created by Canadian Forest Service scientists, the data sets include static maps, raw data and interactive maps covering all of Canada. Themes include drought, fire, climate and tree distribution, with multiple climate scenarios projected to the year 2100. Data sets are periodically updated as new information becomes available.
Forestry Images is a collection of photographs focused on forest health, natural resources, and silviculture. It features images of insects, diseases, trees, plants, weeds, ecosystems, fire, ecology, pests, and wildlife.
fractal is a tool for hierarchical agent loops with recursive self-organization, in which autonomous agent loops arrange themselves into a tree of git worktrees and spawn child nodes for separable subtasks. Hard caps on iterations, depth, children, cost and time bound each loop, and run metadata, including cost, is stored in a local SQLite database. Nodes run their agents without permission prompts by default.
GGBN is a global network of well-managed collections of genomic samples from across the Tree of Life. It provides access to genomic biodiversity material and data, with occurrence, record, material entity and taxon counts. It also offers a document library, ABS and Nagoya Protocol resources, and facilities to search and request material.
Globster is an online tool for testing and visualizing results of glob patterns matching. Users type a glob pattern and matched files are highlighted in the tree directory structure. It uses version 3.0.4 of the minimatch JavaScript library to evaluate glob patterns. It is intended for debugging glob patterns and experimenting with provided examples.
Hanji Protocol is an on-chain orderbook exchange. It uses a logarithmic matching engine built on radix trees and offers LP vaults. The project states 0% maker fees, low taker fees and ultra-low gas fees.
Helix is a modal text editor built in Rust for the terminal. It uses multiple selections as a core editing primitive and integrates Tree-sitter for syntax highlighting, indent calculation and code navigation. Language server support provides completion, goto definition, documentation and diagnostics. Built-in features include a fuzzy finder, project-wide search and themes. A plugin system and GUI frontend are planned but not currently available.
Hypernets is a general AutoML framework for building automatic optimization tools for machine learning frameworks and libraries, including tensorflow, keras, pytorch, sklearn, lightgbm and xgboost. It offers an abstract search space representation covering hyperparameter optimization and neural architecture search, with optimization algorithms such as evolution algorithm and Monte Carlo tree search.
i3 is a tiling window manager written from scratch for GNU/Linux and BSD operating systems. Its source code is free and open source under the BSD license, and it is primarily targeted at advanced users and developers. The project uses libxcb instead of Xlib, supports Xinerama multi-monitor setups, and arranges windows with a tree structure. It also provides an IPC interface for other programs and documents its internal workings.
JSMLT is an open source JavaScript library for education in machine learning. It implements supervised learning algorithms, including SVM, random forest, decision tree, perceptron, neural networks, k-nearest neighbors and logistic regression, and provides visualization examples for exploring how the algorithms work.
The KIT Whole-Body Human Motion Database is a large-scale database of captured whole-body human motion. Motion is normalized with the master motor map reference model, and recordings are manually annotated with tree-structured tags for searching. The data include object positions and subject–object relations.