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Zhiming Zhang's Projects

adbench icon adbench

Official Implement of "ADBench: Anomaly Detection Benchmark".

deepymod_torch icon deepymod_torch

Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]

lstm-fcn icon lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

pdelearning icon pdelearning

Code repository for the paper "Learning partial differential equations for biological transport models from noisy spatiotemporal data"

pix2pix icon pix2pix

Image-to-image translation with conditional adversarial nets

prml icon prml

Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop

prml-1 icon prml-1

PRML algorithms implemented in Python

prmlt icon prmlt

Matlab code for machine learning algorithms in book PRML

psi-pde icon psi-pde

A robust method of learning PDEs from dynamical systems.

torchdyn icon torchdyn

A PyTorch based library for all things neural differential equations

transdim icon transdim

Machine learning for transportation data imputation and prediction.

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