- Beijing, China (Presently Cambridge, UK)
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Murphy's Machine Learning: A Probabilistic Perspective Errata (4th and later printings)
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alphaFM Public
Forked from CastellanZhang/alphaFMMulti-thread implementation of Factorization Machines with FTRL for binary-class classification problem.
C++ MIT License UpdatedSep 1, 2018 -
We use neural network to do nonlinear regression (both interpolation and extrapolation).
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scikit-learn Public
Forked from scikit-learn/scikit-learnscikit-learn: machine learning in Python
Python Other UpdatedJan 31, 2018 -
I use RNN-LSTM to encode the propagation information of a quantum dissipatvie system (or say, quantum process tomography).
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In this project, I did character and word statistics of Shakespeare's complete works. I also used RNN-LSTM to do text generating
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In this project, we give python and C++ codes for the Ring Polymer Molecular Dynamics (RMPD) to calculate the time correlation function(TCF) of coordinate <q(0)q(t)>. Two kinds of thermostat have b…
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HEOM Public
We gave derivations of Hierarchical Equations Of Motion, which describe the dissipative propagation of reduced density matrix.