elisejiuqizhang
Ph.D. Student @ McGill University | B.Sc. in Theoretical and Applied Mechanics @ Peking University | Coding Rookie | Music | Fitness Enthusiast
McGill UniversityMontréal
Pinned Repositories
causal_ccm
Package implementing Convergent Cross Mapping for causality inference in dynamical systems
DAGComparisonToolbox
Simple graphical interface to compare two graphs
elisejiuqizhang
jax-lmu
Legendre Memory Unit (LMU) implementation using Jax
JWave
A Discrete Fourier Transform (DFT), a Fast Wavelet Transform (FWT), and a Wavelet Packet Transform (WPT) algorithm in 1-D, 2-D, and 3-D using normalized orthogonal (orthonormal) Haar, Coiflet, Daubechie, Legendre and normalized biorthognal wavelets in Java.
Q-Learning-and-SARSA-CartPoleV1-MountainCarV0
My hands-on practice on basic reinforcement learning algorithms using OpenAI Gym classic control tasks (CartPole-v1, MountainCar-v0).
RLMSAD
Reinforcement Learning-Based Model Selection for Anomaly Detection (RLMSAD)
time_series_handbook
TS-AD-Datasets
Public datasets for time series anomaly detection
USAD-on-WADI-and-SWaT
Unofficial implementation of the KDD2020 paper "USAD: UnSupervised Anomaly Detection on multivariate time series" on two datasets cited in the papers, "SWaT" (Secure Water Treatment) and "WADI" (Water Distribution)
elisejiuqizhang's Repositories
elisejiuqizhang/TS-AD-Datasets
Public datasets for time series anomaly detection
elisejiuqizhang/USAD-on-WADI-and-SWaT
Unofficial implementation of the KDD2020 paper "USAD: UnSupervised Anomaly Detection on multivariate time series" on two datasets cited in the papers, "SWaT" (Secure Water Treatment) and "WADI" (Water Distribution)
elisejiuqizhang/RLMSAD
Reinforcement Learning-Based Model Selection for Anomaly Detection (RLMSAD)
elisejiuqizhang/jax-lmu
Legendre Memory Unit (LMU) implementation using Jax
elisejiuqizhang/DAGComparisonToolbox
Simple graphical interface to compare two graphs
elisejiuqizhang/Q-Learning-and-SARSA-CartPoleV1-MountainCarV0
My hands-on practice on basic reinforcement learning algorithms using OpenAI Gym classic control tasks (CartPole-v1, MountainCar-v0).
elisejiuqizhang/time_series_handbook
elisejiuqizhang/causal_ccm
Package implementing Convergent Cross Mapping for causality inference in dynamical systems
elisejiuqizhang/elisejiuqizhang
elisejiuqizhang/JWave
A Discrete Fourier Transform (DFT), a Fast Wavelet Transform (FWT), and a Wavelet Packet Transform (WPT) algorithm in 1-D, 2-D, and 3-D using normalized orthogonal (orthonormal) Haar, Coiflet, Daubechie, Legendre and normalized biorthognal wavelets in Java.
elisejiuqizhang/nilm_analyzer
Simple, fast and handy data loaders for NILM datasets to explore the data at convenience, provided with basic transformations like resampling, normalization and extract activities by thresholding.
elisejiuqizhang/Stacked-LMUFFT
elisejiuqizhang/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
elisejiuqizhang/VAE-NILM
Non-Intrusive Load Monitoring based on VAE model