In the following example (code copied from the Flux project.toml) what is the purpose of the [extras] and [targets] sections? [compat] Adapt = "3.0" ArrayInterface = "3.1, 4, 5, 6&qu...

I am trying to add Flux into my package repository in Julia but I am getting an error. I typed pkg> add Flux but Julia REPL returns "5 dependencies errored". And they are: LLVM GPUCom...

I have Julia 1.1 I want to update to the latest version of a package, in this case Flux 8.3.0 according to documentetiation of Flux.jl when I type Pkg.status("Flux") I get Status `~/.julia/en...

Background I've self-taught myself machine learning and have recently started delving into the Julia Machine Learning Ecosystem. Coming from a python background and having some Tensorflow and Ope...

I am trying to use quantile in a loss function to train! (for some robustness, like least trimmed squares), but it mutates the array and Zygote throws an error Mutating arrays is not supported, com...

I want to use the SGD optimiser in Flux as shown in the Julia Academy tutorial for Deep Learning with Flux.jl. This the notebook they provided in which they use the SGD optimizer as: opt = SGD(par...

I am implementing Yoon Kim's CNN (https://arxiv.org/abs/1408.5882) for text classification in Julia, using Flux as the deep learning framework, with individual sentences as input datapoints. The mo...

I'm using the Flux library in Julia. How can I import an Inception neural network into it? I've seen that the following can be done in Mocha.jl to import a pre-trained net. using HDF5 h5open("...