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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.

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.

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)

skccm

Convergent Cross Mapping in Scikit Learn's style

stacked-lmufft

time_series_handbook

ts-ad-datasets

Public datasets for time series anomaly detection

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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)

vae-nilm

Non-Intrusive Load Monitoring based on VAE model