screamer

Screamer

pip install screamer

Screamer is a high-performance Python library for time series analysis, designed for speed, accuracy, and versatility in handling both NumPy arrays and streaming data.

Engineered in C++ and leveraging state-of-the-art numerical algorithms, Screamer delivers exceptional computational efficiency, consistently outperforming traditional libraries like NumPy and Pandas—often by factors of two or more, and in some cases by orders of magnitude.

Screamer's polymorphic design allows all functions to operate seamlessly on both static arrays and streaming data, enabling smooth integration and consistent syntax without code modification. Built for secure, real-time analysis, Screamer's stream-processing approach ensures every function is free from look-ahead bias, guaranteeing accurate results you can trust.

For detailed documentation, visit Screamer Documentation on ReadTheDocs.