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

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.

reach

Load embeddings and featurize your sentences.

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.

jaxmore

There's more to JAX.

gerbolyze

Directly render SVG overlays into Gerber and Excellon files

many

Statistical methods for computing many correlations

svg-flatten-wasi

Directly render SVG overlays into Gerber and Excellon files

hypothesis-gufunc

Extension to hypothesis for testing numpy general universal functions

cossim

CLI tool that compares files or directories with cosine similarity

raster2poly

Classify rasters (KMeans, Random Forest, DN rules) and vectorise to polygons.

vecmaths

A collection of maths functions in Python.

tmmax

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

project-vectorizer

CLI tool for vectorizing codebases and serving them via MCP

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.

vpso

Vectorized Particle Swarm Optimization

jax-bounded-while

A bounded (and autodiff friendly) while loop in JAX.

matrixlib

General-purpose matrices for the layman

vecworks

Framework to procedurally query vector stores

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.