A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

Implementation of "Intensity-Free Learning of Temporal Point Processes" (Spotlight @ ICLR 2020)

Implementation of "Detecting Anomalous Event Sequences with Temporal Point Processes" (NeurIPS 2021)

Implementation of "Fast and Flexible Temporal Point Processes with Triangular Maps" (Oral @ NeurIPS 2020)

Code for "Long Horizon Forecasting With Temporal Point Processes", WSDM 2021

Code for ICML21 paper "Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation"

Extended functionality for univariate probability distributions in PyTorch

Implementation of"Learning Quantile Functions for Temporal Point Processes with Recurrent Neural Splines" (@ AISTATS 2022)

Multi and Univariate Hawkes Process Implementation along with MLE

Track of developments in TPPs

Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal Point Processes, CIKM 22