https://jumpynitro.github.io/blog/categories/time-series/ Recent content in Time series on Hugo -- gohugo.io en-us Mon, 04 Jul 2022 00:00:00 +0000 https://jumpynitro.github.io/blog/2022/07/agp/ Mon, 04 Jul 2022 00:00:00 +0000 https://jumpynitro.github.io/blog/2022/07/agp/ Amortized Gaussian Process is a model that amortizes the computation of a Gaussian Process. With this model we can use autoencoder for time series with variable length and irregular sampling. https://jumpynitro.github.io/blog/2022/07/lgad/ Sun, 03 Jul 2022 00:00:00 +0000 https://jumpynitro.github.io/blog/2022/07/lgad/ We present LGAd, a variational autoencoder for anomaly detection in time series. Anomaly detection is fundamental task in astroinformatics that could allows us to find new astronomical objects not observed in the past.