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Vectorization Python Packages

Python packages with the GitHub topic vectorization. Sorted by relevance, with stars and monthly downloads.
marcdemers
py-vollib-vectorized

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

50K 153 37
legend-exp
dspeed

Fast Digital Signal Processing for particle detector signals in Python

9K 5 18
proroklab
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.

4K 566 109
stephantul
reach

Load embeddings and featurize your sentences.

4K 31 7
lemonyte
pyautotrace

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

2K 20 3
GalacticDynamics
jaxmore

There's more to JAX.

2K 9 2
rragundez
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.

2K 86 5
MLSTRUCT
mlstructfp

Machine learning structural floor plan dataset

2K 62 10
hivellm
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.

2K 22 4
jaseg
gerbolyze

Directly render SVG overlays into Gerber and Excellon files

1K 400 32
jaseg
svg-flatten-wasi

Directly render SVG overlays into Gerber and Excellon files

726 400 32
kevinhu
many

Frequently-used methods for exploratory analysis

580 6 3
ovanov
cossim

This CLI tool compares files or directories with cosine similarity.

499 1 0
starkbaknet
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.

404 2 1
aplowman
vecmaths

A collection of maths functions in Python.

382 1 2
uber
hypothesis-gufunc

Extension to hypothesis for testing numpy general universal functions

299 37 5
bahremsd
tmmax

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

286 35 7
braedynl
matrixlib

General-purpose matrices for the layman

265 2 0
FilippoAiraldi
vpso

Myopic and Non-Myopic Global Optimization

209 2 0
arartawil
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.

205 1 2
nikhiljsk
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.

198 10 4
GalacticDynamics
jax-bounded-while

There's more to JAX.

191 9 2
geoharkat
raster2poly

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

120 0 0
rosaia
vecworks

Seamlessly manage vectorized data in Python

98 1 0
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