Love_Dick_Feynman (@ks838)
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ks838

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Top repositories

1

Murphy-Machine-Learning-A-Probabilistic-Perspective-Errata-and-Notes-4th-printing

Murphy's Machine Learning: A Probabilistic Perspective Errata (4th and later printings)
TeX
68
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2

Ring-Polymer-Molecular-Dynamics-in-Python-and-cpp

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 been tested.
C++
8
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3

Neural-Network-nonlinear-regression-spectral-density

We use neural network to do nonlinear regression (both interpolation and extrapolation).
Python
5
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4

HEOM

We gave derivations of Hierarchical Equations Of Motion, which describe the dissipative propagation of reduced density matrix.
5
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5

RNN-LSTM-to-learn-long-time-quantum-dynamics

I use RNN-LSTM to encode the propagation information of a quantum dissipatvie system (or say, quantum process tomography).
3
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6

RNN-LSTM-text-generating-tensforflow-Shakespeare

In this project, I did character and word statistics of Shakespeare's complete works. I also used RNN-LSTM to do text generating
Jupyter Notebook
1
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