Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415

Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305.18803

Comparative Genomics Toolkit 3

Gym environment for cooperative multi-agent reinforcement learning in heterogeneous robot teams

Non-stationary spectral mixture kernels implemented in GPflow

Implementation for Non-stationary Spectral Kernels (NIPS 2017)

Forecasting in Non-stationary Environments with FuzzyTime Series

An R package for fitting state-space models to repeated measures of multiple individuals with covariates

[ICDMW 2023] Python implementation of d_{symb}: "An Interpretable Distance Measure for Multivariate Non-Stationary Physiological Signals"

This repository consists of codes that I developed for EEG and ECG signal processing

Multi-Objective Multi-Armed Bandit

Forecast the Airline Flight Demand Using ARIMA and AR

Probabilistic generation of hazard-consistent suites of fully non-stationary seismic records

This repo is about forecasting the Yen movements in order to know whether to be long or short.

Compared Non-stationary Multi-armed Bandits in Single-Agent to Multi-Agents Scenarios- Distributed Optimization and Learning(DOL) Course Project

A general understanding of Statistics Basics, Different tests with Different Python Libraries

synthetic cerebral oxygenation signals (from NIRS) for perterm infants

Advanced non-stationary Z-measures with bias reduction for estimating bank insolvency risks

treating non-stationary timeseries data with trends