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

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

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

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

Multi-Objective Multi-Armed Bandit

Forecast airline passenger demand using time series models like AR, ARMA, and LSTM to improve operations, optimize scheduling, enhance resource allocation, and streamline supply chain management through accurate demand predictions

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

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

treating non-stationary timeseries data with trends

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

synthetic cerebral oxygenation signals (from NIRS) for perterm infants