Sentiment Analysis

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Self-Optimizing Neural Architecture (SONA) for Claude Flow — adaptive learning, trajectory tracking, pattern reuse, 7 RL algorithms (PPO/A2C/DQN/Q-Learning/SARSA/Decision Transformer/Curiosity), Flash Attention, MoE routing, LoRA, EWC++ for continual lear

Encodings that map abstract data to visual representation.

Graph Neural Network capabilities for Ruvector - Node.js bindings

Guess the Layout of Image Pixels. Returns layout in xdim layout syntax.

A better xlsx lib for read / write / toTable / from Table

Complete WASM toolkit for edge AI: vector search, graph DB, neural networks, DAG workflows, SQL/SPARQL/Cypher, and ONNX inference - all running in browser

Brain-Computer Interface (BCI) neural signal transcription addon for qvac, powered by whisper.cpp

Rubber Band library, compiled to WASM. Intended for use with Echogarden.

Custom protocol to load Cloud Optimized GeoTIFFs (COG) in Maplibre GL JS

encode strings into the packfile side-band format that git uses. e.g. write messages to stdout of git clone clients

Detect when real AWS resources drift from your AWS CDK app - including UNDECLARED properties that cdk drift / CloudFormation drift detection never see.

architecture-free neural network library

DEPRECATED — the browser neural runtime moved into @mailwoman/neural. This package re-exports it so existing imports keep working; migrate to @mailwoman/neural/web-loader and @mailwoman/neural/web-onnx-runner.

Modern Angular UI component library built with signals, standalone components, and OnPush change detection.

Scales and color schemes for visual encoding.

Neural Network

Mailwoman neural classifier runtime: SentencePiece tokenizer + ONNX inference + decoder wiring.

A JSON-LD Processor and API implementation in JavaScript.