Name: HongminWu
Type: User
Company: Guangdong University of Technology
Bio: I am a Ph.D. student at the Guangdong University of Technology.
Major in Nonparametric Bayesian Method, Anomaly Detection/Classification, Motion Planning
Location: Guangdong University of Technology, China
HongminWu's Projects
Data augmentation using synthetic data for time series classification with deep residual networks
The classical paper list with code about generative adversarial nets
Auto encoder for time series
Anomaly detection related books, papers, videos and toolboxes
ARCH models in Python
Hidden Markov Models (HMMs) with tied states and autoregressive observations
A curated list of awesome anomaly detection resources
Reading list for research topics in multimodal machine learning
This curated list contains python packages for time series analysis
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Data acquisition with the Baxter research robot for robot anomaly detection.
use the betaVAE model for time series applications
Benchmark on interactive safety
The repository is used to compare the Variational Iinference methods of bayesian nonparametric methods.[Python]
This repository is used to discover and model dynamicl behaviors which are shared among several related time series.
My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
recorded sensor data from baxter and iiwa robot
PyTorch implementations of deep reinforcement learning algorithms and environments
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
Summaries and notes on Deep Learning research papers
A curated list of research papers related to learning disentangled representations
Replicating "Understanding disentangling in β-VAE"
C++ library for Function Approximation, Dynamical Movement Primitives, and Black-Box Optimization
Dynamic Movement Primitives in Python
C++ code for the obstacle avoidance
Emacs Python Development Environment
visualizing Expectation Maximization
Python virtualenv API for Emacs Lisp
for saving the configuration of emacs for python developing and .bashrc file