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Stories related to "Empirical: A language for time-series analysis" across the full archive.
Hydrocron: New Tool for Surface Water and Ocean Topography Time Series Analysis
(earthdata.nasa.gov)
Paper: <a href="https://www.opentslm.com/OpenTSLM-whitepaper.pdf" rel="nofollow">https://www.opentslm.com/OpenTSLM-whitepaper.pdf</a><p>Repo: <a href="https://github.com/StanfordBDHG/OpenTSLM" rel="nofollow">https://github.com/Stanford...
Tempus is a project aimed at high accuracy modeling of time series data or regression problems. It implements an improved kernel regression algorithm based on the support vector machine theory by professors Vapnik, Chervonenkis and Lerner but with several improvements such are nested kernels, multil...
I've built Dimension-UI, a desktop application for interactive analysis of time-series data, written in Java 25+ with a Swing UI.<p>While Grafana is fantastic for high-level dashboards, I always found it cumbersome for deep, iterative analysis. The main pain point is its "stateless" d...
Cycles, Cells and Platters: An Empirical Analysis of Hardware Failures on a Million Consumer PCs
(research.microsoft.com)
Microsoft Research. Abstract: We present the first large-scale analysis of hardware failure rates on a million consumer PCs. We find that many failures are neither transient nor independent. Instead, a large portion of hardware induced failures are recurrent: a machine that crashes from a fault in har...
CausalImpact: A new open-source package for estimating causal effects in time series
(google-opensource.blogspot.fr)