sghmc

Release 0.2

Stochastic gradient Hamiltonian Monte Carlo package

Homepage PyPI Python

Keywords
Stochastic, Gradient, Hamiltonian, Monte, Carlo
License
Other
Install
pip install sghmc==0.2

Documentation

===========
sghmc
===========

sghmc has sghmc, hmc, U, gradU

    #!/usr/bin/env python

    from sghmc import sghmc
    from sghmc import hmc
    from sghmc import U
    from sghmc import gradU


    sghmc(gradU, eta, L, alpha, x, V)
    hmc(U, gradU, m, dt, nstep, x, MH)
    gradU(data, minibatch, beta)
    U(data, beta)

Stats

Dependencies
0
Dependent packages
0
Dependent repositories
0
Total releases
2
Latest release
First release
Stars
1
Forks
0
Watchers
1
Contributors
1
Repository size
3.91 KB
SourceRank
6

Development practices

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Releases

0.2
0.1

Contributors

yanshen0


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