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The Top 23 Python Streaming Data Open Source Projects

Open source projects categorized as Python Streaming Data
Categories > Data Processing > Streaming Data
River ⭐ 4,748
🌊 Online machine learning in Python
dependent packages 27total releases 20most recent commit 12 days agopypi river} Downloads
Smart_open ⭐ 3,065
Utils for streaming large files (S3, HDFS, gzip, bz2...)
most recent commit a month ago
Streamz ⭐ 1,182
Real-time stream processing for python
dependent packages 32total releases 17most recent commit a year agopypi streamz} Downloads
Bytewax ⭐ 957
Python Stream Processing
dependent packages 3total releases 34most recent commit 3 months agopypi bytewax} Downloads
Scikit Multiflow ⭐ 700
A machine learning package for streaming data in Python. The other ancestor of River.
total releases 7most recent commit 9 months ago
Streamdal ⭐ 483
Code-Native Data Pipelines
most recent commit 3 months ago
Rrcf ⭐ 450
🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams
most recent commit 8 months ago
Optbinning ⭐ 396
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
dependent packages 11total releases 32most recent commit 3 months agopypi optbinning} Downloads
Oandapy ⭐ 275
Python wrapper for the OANDA REST API
most recent commit 3 years ago
Tractor ⭐ 235
A distributed, structured concurrent runtime for Python (and friends)
total releases 34most recent commit 3 months ago
Pysad ⭐ 200
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
dependent packages 1total releases 3most recent commit 6 months agopypi pysad} Downloads
Shioaji ⭐ 118
Shioaji all new cross platform api for trading ( 跨平台證券交易API )
dependent packages 13total releases 163most recent commit 3 months agopypi shioaji} Downloads
Streaming Integrator ⭐ 111
A stream processing runtime that allows connecting any streaming data source to any destination and act on it
total releases 21most recent commit 3 months ago
Materialize Tutorials ⭐ 74
Materialize is a streaming database for real-time analytics. This is a collection of Materialize demos and tutorials.
most recent commit 8 months ago
Cinnamon ⭐ 66
CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system
total releases 6most recent commit a year ago
Flexible Clustering ⭐ 49
Clustering for arbitrary data and dissimilarity function
most recent commit 2 years ago
Cinje ⭐ 27
A Pythonic and ultra fast template engine DSL.
total releases 4most recent commit a year ago
Pathway Benchmarks ⭐ 26
Benchmarks for data processing systems: Pathway, Spark, Flink, Kafka Streams
most recent commit 3 months ago
Pandas Streaming ⭐ 25
Streaming API for pandas applied to big datasets
most recent commit 3 months ago
Ru202 ⭐ 25
Source code for the RU202 Redis Streams Course
most recent commit 8 months ago
Makinage ⭐ 21
Stream Processing Made Easy
total releases 10most recent commit 2 years ago
Streamingcommunity_api ⭐ 18
Script to download film from streaming community without selenium
most recent commit 3 months ago
Rivertext ⭐ 17
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!
most recent commit 4 months ago
The 6 Most Depended On Python Streaming Data Open Source Projects
Streamz ⭐ 1,182
Real-time stream processing for python
dependent packages 32total releases 17latest release July 27, 2022most recent commit a year agopypi streamz} Downloads
River ⭐ 4,748
🌊 Online machine learning in Python
dependent packages 27total releases 20latest release December 05, 2023most recent commit 12 days agopypi river} Downloads
Shioaji ⭐ 118
Shioaji all new cross platform api for trading ( 跨平台證券交易API )
dependent packages 13total releases 163latest release November 01, 2023most recent commit 3 months agopypi shioaji} Downloads
Bytewax ⭐ 957
Python Stream Processing
dependent packages 3total releases 34latest release October 05, 2023most recent commit 3 months agopypi bytewax} Downloads
Pysad ⭐ 200
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
dependent packages 1total releases 3latest release October 06, 2023most recent commit 6 months agopypi pysad} Downloads
The 10 Latest Releases In Python Streaming Data Open Source Projects
River ⭐ 4,748
🌊 Online machine learning in Python
dependent packages 27total releases 20latest release December 05, 2023most recent commit 12 days agopypi river} Downloads
Shioaji ⭐ 118
Shioaji all new cross platform api for trading ( 跨平台證券交易API )
dependent packages 13total releases 163latest release November 01, 2023most recent commit 3 months agopypi shioaji} Downloads
Rxsci ⭐ 13
ReactiveX for data science
total releases 28latest release October 19, 2023most recent commit 3 months ago
Pysad ⭐ 200
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
dependent packages 1total releases 3latest release October 06, 2023most recent commit 6 months agopypi pysad} Downloads
Bytewax ⭐ 957
Python Stream Processing
dependent packages 3total releases 34latest release October 05, 2023most recent commit 3 months agopypi bytewax} Downloads
Tractor ⭐ 235
A distributed, structured concurrent runtime for Python (and friends)
total releases 34latest release August 03, 2022most recent commit 3 months ago
Streamz ⭐ 1,182
Real-time stream processing for python
dependent packages 32total releases 17latest release July 27, 2022most recent commit a year agopypi streamz} Downloads
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