temporal-data

Open-source projects categorized as temporal-data
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Language: + Python + Java + Groovy
Topics: time-series network-embedding Keycloak JSON Xquery
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Top 5 temporal-data Open-Source Projects

  • awesome-TS-anomaly-detection

    List of tools & datasets for anomaly detection on time-series data.

    • Project mention: awesome-TS-anomaly-detection: NEW Data - star count:2694.0 | /r/algoprojects | 2023-11-21

  • pytorch_geometric_temporal

    PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

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  • sirix

    SirixDB is an an embeddable, bitemporal, append-only database system and event store, storing immutable lightweight snapshots. It keeps the full history of each resource. Every commit stores a space-efficient snapshot through structural sharing. It is log-structured and never overwrites data. SirixDB uses a novel page-level versioning approach.

    • Project mention: Show HN: Integer Map Data Structure | news.ycombinator.com | 2024-01-24

    We're using a similar trie structure as the main document (node) index in SirixDB[1]. Lately, I got some inspiration for different page-sizes based on the ART and HAMT basically for the rightmost inner pages (as the node-IDs are generated by a simple sequence generator and thus also all inner pages (we call them IndirectPage) except for the rightmost are fully occupied (the tree height is adapted dynamically depending on the size of the stored data. Currently, always 1024 references are stored to indirect child pages, but I'll experiment with smaller sized, as the inner nodes are simply copied for each new revision, whereas the leaf pages storing the actual data are versioned themselfes with a novel sliding snapshot algorithm.

    You can simply compute from a unique nodeId each data is assigned (64bit) the page and reference to traverse on each level in the trie through some bit shifting.

    [1] https://github.com/sirixdb/sirix

  • temporian

    Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applications 🤖

    • Project mention: Temporian: Google's Python package for time series preprocessing | news.ycombinator.com | 2024-02-13

  • spring-data-jpa-temporal

    Temporal auditing extension of the Spring Data JPA module

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

temporal-data related posts

Index

What are some of the best open-source temporal-data projects? This list will help you:

Project Stars
1 awesome-TS-anomaly-detection 2,811
2 pytorch_geometric_temporal 2,491
3 sirix 1,085
4 temporian 624
5 spring-data-jpa-temporal 2

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