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github.com
Adaptive Reliability Layer is a Python project that sits between an inference pipeline and a monitoring layer. It detects distribution shift, decides whether adaptation is warranted, and learns from delayed revealed labels. It does not replace the model.
datai.network
Datai is a modular data layer for on-chain AI. It aggregates data from multiple blockchains and processes it through machine learning models to classify smart contracts and provide structured insights. The network uses a three-layer architecture with indexer nodes operated by node providers. Developers can contribute projections to expand data coverage; the currently supported projection type is DeFi Active Positions.
mapeditor.org
Tiled is a free and open source level editor with object layers, tile layers, and rule-based tile and object placement. It supports orthogonal, isometric and hexagonal maps, infinite maps, and world organization. The editor can be extended with JavaScript, and it exports to Image, JSON, Lua, GameMaker, Defold, tBIN and other formats.
project-aurora.com
Aurora is free open source software that controls RGB devices from brands such as Logitech, Razer and Corsair, with game effect integrations and a layering system for effects. It also supports custom layers, scripted lighting effects and custom devices. It supports titles including CS2, Dota 2 and League of Legends natively.
xournalpp.github.io
Xournal++ is an open-source, cross-platform note-taking software, described as a feature-rich modern rewrite of the original Xournal program. It is available for MacOS, Windows, and Linux. The app supports handwritten note-taking with pressure-sensitive styluses and drawing tablets, offers customizable pen, highlighter and eraser tools, includes layers for complex notes, page previews, and supports adding images and various shapes for scientific and general note use.
github.com
Airweave is an open-source context retrieval layer for AI agents. It aims to provide relevant context to support agent functionalities. The project is hosted on GitHub by the airweave-ai organization.
photoscissors.com
PhotoScissors is a background removal tool that uses deep neural networks to automatically eliminate image backgrounds. Users can replace removed backgrounds with transparent layers, solid colors, or custom background images. It supports JPG, PNG, and WebP files, with a maximum file size of 10MB and resolution of 4.2MP. The tool processes images with complex elements such as hair and transparent objects, and offers online and desktop versions with credit-based and one-time purchase pricing options.
bgpt.pro
BGPT MCP is an evidence layer for scientific AI, giving models searchable access to research papers with claims linked to experiments, results, scope and provenance. It works with MCP-compatible clients and supports SSE and Streamable HTTP endpoints, plus a search API with the search_papers and lookup_paper tools.
cadmapper.com
Cadmapper creates 3D CAD files of any area in the world from public data sources such as OpenStreetMap, NASA and USGS, producing organized, layered drawing files. Areas up to 1 km2 are free, files up to 100 km2 cost a small fee, and whole-city road network DXF files are free. It targets designers, architects and illustrators, with support for AutoCAD and SketchUp.
data.mrc.ox.ac.uk
Cambium is a data and code access layer operated by the MRC Brain Network Dynamics Unit, supporting the MRC CoRE in Restorative Neural Dynamics. It hosts research outputs including datasets and code resources affiliated with the unit's research groups, covering data types such as recorded data, analysis code, modelling materials, and methodological documentation. The platform provides search functionality for these resources.
calcium-chan.itch.io
Clipnote Studio is a basic animation tool for Windows, described as a spiritual successor to Nintendo's defunct Flipnote Studio. It offers square and circle brushes, line and shape tools, a text tool, six colors, three drawing layers, automatic note importing and user profiles. Mac and Linux ports are in the works; Wine is suggested for now. A $5 license provides custom themes and a supporter badge.
darlinghq.org
Darling is a translation layer for Linux that runs macOS software directly without a hardware emulator. It implements a Darwin environment including Mach, dyld and launchd, and is free and open-source under the GNU GPL version 3. Basic experimental support exists for simple graphical applications.
github.com
deeplearn-rs is a Rust library for neural networks and deep learning, described by its author as mostly a proof of concept with a changing API. Implemented models include MNIST handwritten digit recognition and a char-rnn using LSTM, alongside layers such as fully connected, LSTM, softmax, and loss functions, with SGD and RMSProp optimizers. The repository was archived by its owner on Mar 8, 2024, and is read-only.
github.com
DSSTNE is an open source library from Amazon for training and deploying recommendation models with sparse inputs, fully connected hidden layers and sparse outputs. It is designed for production deployment emphasizing speed and scale, and supports multi-GPU training and prediction. The repository was archived and is read-only.
github.com
dstack is a unified orchestration layer for heterogeneous AI compute. It standardizes compute management and supports running training and inference workloads on GPU clouds, Kubernetes, virtual machines, or bare-metal clusters.
twilitrealm.dev
Dusklight is an open-source port of The Legend of Zelda: Twilight Princess for PC and mobile, based on the completed decompilation project. It requires a dump of the user's own copy of the original game to run. Through the Aurora compatibility layer it supports Windows, Linux, macOS, iOS and Android, and it includes a modding system.
goxel.xyz
Goxel is an open-source 3D voxel editor for desktop and mobile, created by Guillaume Chereau. It uses sparse matrices so scene size is unrestricted, supports layers, runs on Windows, Mac, Linux, iOS and Android, and exports to formats including MagicaVoxel, Qubicle, glTF2, obj, ply and build engine. The desktop version is free.
gra.dient.art
GradientArt is a CSS gradient editor with a visual canvas, a full path editor, alignment and spread tools, and clipping masks. It supports layers in folders and exports customizable HTML, CSS and SVG. Saving a project requires signing in; editing is not autosaving.
graphicsgale.com
GraphicsGale is an animation graphic editor developed by HUMANBALANCE Ltd. It supports spriting and pixel art, with real-time animation preview, multiple layers and onion skinning. It can export frames to a sprite sheet, separate image files or a single GIF, and includes TWAIN imaging support for scanners and cameras. Tools include palette control, selective color erasing and quick color replacement.
hydrogen-music.org
Hydrogen is described as an advanced drum machine with a modular graphical interface based on QT 4. It offers a pattern-based sequencer and mixer, unlimited instrument tracks with volume, mute, solo, and pan capabilities, multi-layer support for instruments, and a sample editor with basic cut and loop functions.
token.im
imToken is a non-custodial digital wallet supporting tokens on major public chains including BTC, ETH, DOGE, TRX and GRAM, with support for EVM-compatible and Layer 2 networks. It allows token swaps and use of DApps from within the wallet, and offers offline key storage with offline signing via the imKey Pro hardware wallet.
open.data.gov.mt
A shared platform for the management and support of the Foundation Data Layer and its main Administrative Registers.
metabase.com
Metabase is an open source analytics and business intelligence platform. It grounds answers in a governed semantic layer of metrics and business logic so the query behind each answer can be inspected. It supports querying data in plain English with AI, interactive dashboards, documents, subscriptions and alerts, and embedded analytics. Users can self-host or use Metabase Cloud.