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peng-chong's Projects

cmapss icon cmapss

Novel algorithms to predict Remaining Useful Life (RUL) on NASA’s benchmark dataset, CMAPSS turbofan engine degradation simulation.

gwosvr icon gwosvr

Sanitized Grey Wolf Optimizer(SGWO)-Support Vector Regressor (SVR)

hit-dataset icon hit-dataset

This is a dataset of inter-shaft bearing based on the vibration signal of rotors and casings, which comes from a aero-engine test with inter-shaft bearing fault. Due to the large size of the data set file, we uploaded the dataset to Google Drive with the link as: https://drive.google.com/drive/folders/1Km1Go4ilB_bI033SBJ7eJ0uCzbqEqbgt?usp=sharing

kdepy icon kdepy

Kernel Density Estimation in Python

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

ml-nlp icon ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

mrmr icon mrmr

mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.

nndl.github.io icon nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

online-svr icon online-svr

Implementation of Accurate Online Support Vector Regression in Python.

pso-based-svr icon pso-based-svr

PSO-Based-SVR to forecast potential delay time of bus arrival. Applied on City of Edmonton real data.

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