Christian Cahig christian-cahig
christian-cahig
/ torch_jacobian.py
Created
January 10, 2022 02:21
— forked from sbarratt/torch_jacobian.py
Get the jacobian of a vector-valued function that takes batch inputs, in pytorch.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| def get_jacobian(net, x, noutputs): | |
| x = x.squeeze() | |
| n = x.size()[0] | |
| x = x.repeat(noutputs, 1) | |
| x.requires_grad_(True) | |
| y = net(x) | |
| y.backward(torch.eye(noutputs)) | |
| return x.grad.data |
christian-cahig
/ Extract-TarGz.ps1
Created
January 7, 2022 04:10
— forked from jermdavis/Extract-TarGz.ps1
A PowerShell script that can extract .tar.gz files on Windows - with minimal dependencies to make it easy to use on servers.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| [cmdletbinding(SupportsShouldProcess=$True)] | |
| param( | |
| # What .tar.gz file should be extracted? Must exist. | |
| [Parameter(Mandatory=$True)] | |
| [string]$FileToExtract, | |
| # What folder should the files be extracted into? Does not need to exist | |
| [Parameter(Mandatory=$True)] | |
| [string]$TargetFolder, |