Search Packages

smart-open

Utils for streaming large files (S3, HDFS, gzip, bz2...)

optbinning

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

river

🌊 Online machine learning in Python

shioaji

Shioaji all new cross platform api for trading ( 跨平台證券交易API )

quixstreams

Python Streaming DataFrames for Kafka

streamz

Real-time stream processing for python

bytewax

Python Stream Processing

dbt-materialize

The live data layer for apps and AI agents. Create up-to-the-second views into your business, just using SQL

creme

🌊 Online machine learning in Python

streaming-json-parser

A streaming JSON parser that processes JSON data incrementally, handling partial states. Useful for incrementally parsing partial responses from streaming outputs of Large Language Models (LLMs).

rdst

Readyset is a MySQL and Postgres wire-compatible caching layer that sits in front of existing databases to speed up queries and horizontally scale read throughput. Under the hood, ReadySet caches the results of cached select statements and incrementally updates these results over time as the underlying data changes.

scikit-multiflow

A machine learning package for streaming data in Python. The other ancestor of River.

rxsci

ReactiveX for data science

pysad

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

pandas-streaming

Streaming API for pandas applied to big datasets

screamer

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

uvatradier

wahoowa

streamdal-protos

Code-Native Data Privacy

slipstream-async

Slipstream provides a data-flow model to simplify development of stateful streaming applications.

rdst-staging

ReadySet Diagnostics & SQL Tuning - CLI tool for database diagnostics and query optimization

ptdc

Python Twitter Data Collector

sdtf

Exploring streaming options for decision trees and random forests. Based on scikit-learn fork.

geniusrise-listeners

A collection of Spouts that listen to events

typedkafka

A well-documented, fully type-hinted Kafka client for Python