tsdownsample: extremely fast time series downsampling written in Rust

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Simd argmax Aggregation argmin downsampling

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  • tsdownsample

    High-performance time series downsampling algorithms for visualization

    • I just created an Issue for this: https://github.com/predict-idlab/tsdownsample/issues/19

  • argminmax

    Efficient argmin & argmax

    • tsdownsample brings highly optimized time series downsampling to Python, by using the SIMD optimized argminmax crate - which matches or even outperforms numpy's speed (300x faster for f16). Through using runtime feature set detection, this crate selects the most optimal SIMD implementation for the current CPU (supports SSE, AVX(2), AVX512, NEON).

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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