🌊 Online machine learning in Python
Utils for streaming large files (S3, HDFS, gzip, bz2...)
Python Stream Processing
Python Streaming DataFrames for Kafka
Real-time stream processing for python
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.