arnaghosh / auto-encoder Goto Github PK
View Code? Open in Web Editor NEWAuto-encoder on torch - trying out the various AEs
Auto-encoder on torch - trying out the various AEs
Hi, I find that there are three linear and bn at the beginning of Decoder (196-200 in resnet.py). Why adding these layers? Much Thanks.
Thank you for this great repository. I am using the Resnet Autoencoder implementation code for my academic work, but I did not see any license or permission regarding academic usage. Could you please clarify this issue for me?
You could choose a license from the GitHub documentation page.
https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/licensing-a-repository
If you want it short and simple, many open-source repositories are using the MIT license (just a suggestion). https://choosealicense.com/licenses/mit/
I tried to understand why did you put this Binary layer between encoder and decoder. I mean are you trying to create a map of positive values? If this is the case, I am not sure if restricting them will work better than just freeing them up, also wouldn't using something like x[x > 0] or something be simpler?
When running resnet.py, there is following error:
Traceback (most recent call last):
File "/home/wentian/.pycharm_helpers/pydev/pydevd.py", line 1741, in <module>
main()
File "/home/wentian/.pycharm_helpers/pydev/pydevd.py", line 1735, in main
globals = debugger.run(setup['file'], None, None, is_module)
File "/home/wentian/.pycharm_helpers/pydev/pydevd.py", line 1135, in run
pydev_imports.execfile(file, globals, locals) # execute the script
File "/home/wentian/.pycharm_helpers/pydev/_pydev_imps/_pydev_execfile.py", line 18, in execfile
exec(compile(contents+"\n", file, 'exec'), glob, loc)
File "/home/wentian/work/caption_t_r_2/src/test.py", line 359, in <module>
pred = autoencoder(inputs)
File "/home/wentian/library/miniconda3/lib/python3.6/site-packages/torch/nn/modules/module.py", line 491, in __call__
result = self.forward(*input, **kwargs)
File "/home/wentian/work/caption_t_r_2/src/test.py", line 262, in forward
x = self.decoder(x)
File "/home/wentian/library/miniconda3/lib/python3.6/site-packages/torch/nn/modules/module.py", line 491, in __call__
result = self.forward(*input, **kwargs)
File "/home/wentian/work/caption_t_r_2/src/test.py", line 213, in forward
x = F.relu(self.bn3(x))
File "/home/wentian/library/miniconda3/lib/python3.6/site-packages/torch/nn/modules/module.py", line 491, in __call__
result = self.forward(*input, **kwargs)
File "/home/wentian/library/miniconda3/lib/python3.6/site-packages/torch/nn/modules/batchnorm.py", line 45, in forward
self._check_input_dim(input)
File "/home/wentian/library/miniconda3/lib/python3.6/site-packages/torch/nn/modules/batchnorm.py", line 193, in _check_input_dim
.format(input.dim()))
ValueError: expected 4D input (got 2D input)
At line 262, the shape of x
is (11, 48).
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.