model-zoo | Examples of Generative Adversarial Networks | Machine Learning library
kandi X-RAY | model-zoo Summary
kandi X-RAY | model-zoo Summary
Collection of Generative Adversarial Networks developed using TorchGAN.
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Top functions reviewed by kandi - BETA
- Train op
- Backward computation
- Train the model
model-zoo Key Features
model-zoo Examples and Code Snippets
Community Discussions
Trending Discussions on model-zoo
QUESTION
I'm trying to learn Recurrent Neural Networks (RNN) with Flux.jl in Julia by following along some tutorials, like Char RNN from the FluxML/model-zoo.
I managed to build and train a model containing some RNN cells, but am failing to evaluate the model after training.
Can someone point out what I'm missing for this code to evaluate a simple (untrained) RNN?
...ANSWER
Answered 2021-Jun-11 at 12:27Turns out it's just a problem with the input type.
Doing something like this will work:
QUESTION
I'm trying to deploy a project to Maven to bintray which is successfully uploads the pom file but returns an Error code 401 when uploading jar files.
I have gone through the bintray tutorial, set my settings.xml up properly, added the correct distributionManagement etc fields to my pom file, made sure the project is not a snapshot etc. but cannot seem to get the uploading of jar files working? I've been trying to figure out what might be going on but with no success.
Details on the stack trace pom.xml, settings.xml and eclipse configuration are below. The entire project can be found on github
Am I missing something obvious here? Any help much appreciated.
...ANSWER
Answered 2020-Sep-23 at 03:30The error indicates an access issue based upon the HTTP 401 code message:
Error code 401, Unauthorized
Double check your username and password is correct.
Better yet do not put your password into plaintext and instead use a password hash.
QUESTION
So, I am training a neural network model using Flux
package in Julia. During training, each iteration that acquires an improvement in the model, the latter is saved in my computer.
For this, I use the line:
ANSWER
Answered 2020-Oct-03 at 01:58The macros BSON.@save
and BSON.@load
store the variable with the exact given name. You cannot restore it under a different name.
QUESTION
I have now spent way too much time trying to resolve this on my own, but I seem unable to do this on my own. I wanted to try out DJL, looked at some examples and into the tutorial, and was very excited about it because it seems like a very modern, simple and versatile library. However, I ran into a problem I am unable to solve.
DJL proposes using its MXNet Engine as default engine in the tutorial. It is included via the maven dependency ai.djl.mxnet:mxnet-engine:0.5.0
. When running the sample code from the tutorial, I encounter the following error message:
ANSWER
Answered 2020-May-31 at 05:42You need to include MXNet native dependency: See example project's pom.xml file: https://github.com/awslabs/djl/blob/master/examples/pom.xml#L64-L72
For more detail about MXNet engine dependency, see: https://github.com/awslabs/djl/tree/master/mxnet/mxnet-engine#installation
For Windows, you can use: gradlew build
in if you are using CMD, ./ is linux/mac convention, and should work if you are using gitbash on Windows.
QUESTION
I wish to re-use this code:
https://github.com/FluxML/model-zoo/blob/master/vision/mnist/mlp.jl
but with my own set of images. I think I need to define an object like imgs of type Array{Array{Gray{Normed{UInt8,8}},2},1}
How do I initialize an array of images to obtain something of the following type:
...ANSWER
Answered 2019-Jun-30 at 04:50To create an empty vector use:
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Install model-zoo
You can use model-zoo like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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