Streaming Algorithms Python Packages

npstreams

Streaming operations on NumPy arrays

screamer

Screamingly fast streaming indicators with C++ performance and Python simplicity.

onad

Online Anomaly Detection Algorithms

pyonlinesvr

Python-Wrapper for Francesco Parrella's OnlineSVR C++ implementation.

aberrant

Online Anomaly Detection Models

rivertext

RiverText is a framework that standardizes the Incremental Word Embeddings proposed in the state-of-art. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

randomhash

A simple, time-tested, family of random hash functions in Python, based on CRC32 and xxHash, affine transformations, and the Mersenne Twister.

sublinear

Python library implementing a subset of streaming algorithms. Includes variations of these algorithms (e.g. adversarially robust), as well as support for multiple data types.