Jia-Xiang Cheng's repositories
PyTorch-LSTM-for-RUL-Prediction
PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Partially inspired by Zheng, S., Ristovski, K., Farahat, A., & Gupta, C. (2017, June). Long short-term memory network for remaining useful life estimation.
PyTorch-CNN-for-RUL-Prediction
PyTorch implementation of CNN for remaining useful life prediction. Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep convolutional neural network-based regression approach for estimation of remaining useful life. In International conference on database systems for advanced applications (pp. 214-228). Springer, Cham.
Random-Weighted-Bootstrap-with-Weibull
Reproduction of the work by Hong, Y., Meeker, W. Q., & McCalley, J. D. (2009). Prediction of remaining life of power transformers based on left truncated and right censored lifetime data. Annals of Applied Statistics, 3(2), 857-879.
NTU-EE6225.2
MIMO controller design using ETF and BLT.
Monte-Carlo-for-Generalized-Renewal-Process
Reproduction of the work by Krivtsov, V. V. (2000). A Monte Carlo approach to modeling and estimation of the generalized renewal process in repairable system reliability analysis. University of Maryland, College Park.
nnet-survival
Discrete-Time Survival Model for Neural Networks
awesome-github-profile-readme-templates
This repository contains best profile readme's for your reference.
bert
TensorFlow code and pre-trained models for BERT
d-koppenhagen
My Github Profile
Dynamic-DeepHit
Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data
itgoyo
give me a star , plz orz
markdown-badges
Badges for your Profile and Projects.
NTU-EE6225.1
First order plus time delay using least square method in time and frequency domain and sustained oscillation generated by relay feedback.
NTU-EE6401
NTU EE6401 Assignment for Part II
predict-remaining-useful-life
Predict remaining useful life of a component based on historical sensor observations using automated feature engineering
Python
All Algorithms implemented in Python
RBF-with-SOM-for-Classification
Two pattern classification problem using Radial Basis Functions (RBF) Neural Networks, with center vectors selected via self-organizing map (SOM) neural networks.
Remaining-Useful-Life-Prediction-RNN
Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks
resume-template
:page_facing_up::briefcase::tophat: A simple Jekyll + GitHub Pages powered resume template.
single-cage-elevator-automaton-simulation
Simulation of the single-cage elevator in a six-story building.
SRGAN
A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
thesis_template_ntu
Thesis Latex Template for Nanyang Technological University (NTU)
Transferable-Interactiveness-Network
Code for Transferable Interactiveness Knowledge for Human-Object Interaction Detection. (CVPR'19, TPAMI'21)
xtenzQ
📝🚀 My Profile README.md made in flat style. Please ⭐ if you like it! ❤