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.

jaxmore

There's more to JAX.

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

Machine learning structural floor plan dataset

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

svg-flatten-wasi

Directly render SVG overlays into Gerber and Excellon files

many

Frequently-used methods for exploratory analysis

cossim

This CLI tool compares files or directories with cosine similarity.

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.

vecmaths

A collection of maths functions in Python.

hypothesis-gufunc

Extension to hypothesis for testing numpy general universal functions

tmmax

TMMax: High-performance modeling of multilayer thin-film structures using transfer matrix method with JAX

matrixlib

General-purpose matrices for the layman

vpso

Myopic and Non-Myopic Global Optimization

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.

raster2poly

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

vecworks

Seamlessly manage vectorized data in Python