research-at-scuiot

MTSP

zhihu link

WRSN-MTSP

AWRGNILM

Adaptive Recurrence Graph for Appliance classification in NILM.

cuckoo-search

DeepConvLSTM

Deep learning framework for wearable activity recognition based on convolutional and LSTM recurretn layers

digital-signal-processing-lecture

Digital Signal Processing - Theory and Computational Examples

Discriminative-Sparse-Coding-for-Energy-Disaggregation

dtaidistance

Time series distances: Dynamic Time Warping (DTW)

leastsq

nilmtk

Non-Intrusive Load Monitoring Toolkit (nilmtk)

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

PythonRobotics

Python sample codes for robotics algorithms.

scu_thesis_2020

四川大学研究生学位论文LaTeX模版(复刻官方word模版)Here you go!

swarmlib

This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO) and Artificial Bee Colony (ABC)

varbolt

Recurrent Bernoulli VAE for Learning in FHMMs

variational-smc

Reference implementation of variational sequential Monte Carlo proposed by Naesseth et al. "Variational Sequential Monte Carlo" (2018)

ALIP_NILM

An aided linear integer programming (ALIP) non-intrusive load monitoring (NILM) algorithm.

autograd

Efficiently computes derivatives of numpy code.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

knapsack

particles

reference

pyAudioAnalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

pywt

PyWavelets - Wavelet Transforms in Python

viterbi