Vectorization Python Packages

py-vollib-vectorized

A vectorized implementation of py_vollib, that supports numpy arrays and pandas Series and DataFrames.

dspeed

Fast Digital Signal Processing for particle detector signals in Python

reach

Load embeddings and featurize your sentences.

svgsmith

Agent-native, self-verifying raster→SVG vectorizer + SVG→PNG (CLI + skill). Wraps VTracer/Potrace; auto-routes by image type, curve-smooths to editable SVG, self-verifies via re-rasterization. Agent-customizable flags (--detail, --solid-background, …) turn a user's plain request into the result.

vmas

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

pyautotrace

Python bindings for AutoTrace, a bitmap to vector conversion library.

chunkdot

Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K most similar items for a large number of items by chunking the item matrix representation (embeddings) and using Numba to accelerate the calculations.

mlstructfp

Multi-unit floor plan dataset for architectural analysis and recognition

vectorizer-sdk

A high-performance, in-memory vector database written in Rust, designed for semantic search and top-k nearest neighbor queries in AI-driven applications, with binary file persistence for durability.

gerbolyze

Directly render SVG overlays into Gerber and Excellon files

many

Statistical methods for computing many correlations

project-vectorizer

A CLI tool that vectorizes codebases, stores them in a database, tracks changes, and serves them via MCP (Model Context Protocol) for AI agents like Claude, Codex, and others.

svg-flatten-wasi

svg-flatten SVG downconverter

tmmax

A fast transfer matrix method written in jax for modelling optical multilayer thin films

cossim

This CLI tool compares files or directories with cosine similarity.

jaxmore

There's more to JAX.

vecmaths

A collection of (mostly vectorised) maths functions in Python.

hypothesis-gufunc

Extension to hypothesis to generate inputs for general universal (GU) numpy functions.

pyrade

PyRADE is a production-ready optimization library implementing Differential Evolution (DE), a powerful evolutionary algorithm for global optimization. Unlike traditional implementations that sacrifice code quality for performance, PyRADE proves you can have both through intelligent design.

preprocess-nlp

A fast framework for pre-processing (Cleaning text, Reduction of vocabulary, Feature extraction and Vectorization). Implemented with parallel processing using custom number of processes.

jax-bounded-while

There's more to JAX.

matrixlib

General-purpose matrices for the layman

vpso

Vectorized Particle Swarm Optimization

vecworks

Framework to procedurally query vector stores