Top 6 Python Sparse Projects

pytorch_sparse

1 956 5.3 Python

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
splade

2 629 7.3 Python

SPLADE: sparse neural search (SIGIR21, SIGIR22)

Project mention: Splade: Sparse Neural Search | news.ycombinator.com | 2024-03-11

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Sparsebit

1 319 5.9 Python

A model compression and acceleration toolbox based on pytorch.
tmu

5 108 9.2 Python

Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.

Project mention: Tsetlin machine – the other AI toolbooks | news.ycombinator.com | 2023-12-09

tabmat

1 102 8.4 Python

Efficient matrix representations for working with tabular data
sparse_dot

2 67 6.0 Python

Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).