xuweijun-npuer Goto Github PK

leetcode

:pencil2: LeetCode solutions in C++ 11 and Python3

leetcode-1

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

macgan-for-fault-diagnosis

machinelearningnotes

My personal notes

nonexchangeable-split-conformal-prediction-of-rul

Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Split Conformal Prediction"]

novel-joint-transfer-network

paper_implementations

This repository holds my paper implementations made for my studies and my content production

pi-snm-qde

Prediction Intervals: Split Normal Mixture from Quality-Driven Deep Ensembles. Published at Uncertainty in AI (UAI) 2020.

prml

PRML algorithms implemented in Python

prmlt

Matlab code of machine learning algorithms in book PRML

probabilistic_rul_prediction

pydeepgp

Deep Gaussian Processes in Python

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.

rotating-machine-fault-data-set

Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)

rul

Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

rul-prediction

Remaining useful life estimation of NASA turbofan jet engines using data driven approaches which include regression models, LSTM neural networks and hybrid model which is combination of VAR with LSTM

rul_codes_open

This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.

shadowsocksr-android

A ShadowsocksR client for Android

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

turbofan-engine-rul-prediction

RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

uncertainty-toolbox

Uncertainty Toolbox: a python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

uq_ml_tutorial

Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Comprehensive Review"

validpredictionintervals

Contains the code to run the different models considered in the paper "Valid prediction intervals for regression problems"

vargplvm

Bayesian GPLVM in MATLAB and R

xuweijun-npuer.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

zte-2019-fourier

A solution to radio frequency distortion modeling of ZTE algorithm contest in Fourier group.