Stars
(ICLR 2025) TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling
A Multi-Physics Systems Modelling Library
[AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"
[ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"
[ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
Repository for "FreDF: Learning to Forecast in the Transformed Domain"
A component library based on ModelingToolkit
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning a…
MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)
TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network
A brief computer graphics / rendering course