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repo1.maven.org : com.aamend.spark:pathogen
The rooster crows immediately before sunrise, the rooster causes the sun to rise. Using GraphX to detect possible causes and effects between time related events. We observe a true causation signal by generating random correlations over same events at different time and back propagate these scores to their most connected events. Finally, we extract the most probable causes and effects together with a score of aggressiveness (how likely an event could explain downstream effects) and sensitivity (how likely an event results from an upstream cause).
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purl: pkg:maven/com.aamend.spark/pathogen
Keywords: big-data, bigdata, causation, contagion, correlation, datascience, fcm, graph, graphx, machine-learning, spark
License: Apache-2.0
Latest release: almost 7 years ago
First release: almost 7 years ago
Namespace: com.aamend.spark
Stars: 10 on GitHub
Forks: 3 on GitHub
See more repository details: repos.ecosyste.ms
Last synced: 19 days ago