GeometricFlux.jl
Geometric Deep Learning for Flux (by yuehhua)
PPDP18
Code from the paper / Declarative GUIs: Simple, Consistent, and Verified (by stephanadelsb)
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| GeometricFlux.jl | PPDP18 | |
|---|---|---|
| 3 | 1 | |
| 348 | 4 | |
| 1.4% | - | |
| 5.1 | 0.0 | |
| 6 months ago | almost 6 years ago | |
| Julia | HTML | |
| MIT License | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
GeometricFlux.jl
Posts with mentions or reviews of GeometricFlux.jl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-11-18.
- TensorFlow Graph Neural Networks
- Fastai.jl: Fastai for Julia
-
OO in Python is mostly pointless
@ddragon described it rather well. Some significant examples include JuMP (https://jump.dev) for mathematical optimization and how FluxML (Julia's "Keras"), Zygote (whole program automatic differentiation) and ODE solvers can work together easily to build Neural ODE solvers in relatively few lines of code. It is also why one person can write - https://github.com/yuehhua/GeometricFlux.jl - and benefit from the CUDA, FluxML, Zygote packages to get high performance.
PPDP18
Posts with mentions or reviews of PPDP18.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-01-27.
-
OO in Python is mostly pointless
> For example, GUI development. Surely nobody would want to do without having a Textbox, Button, inherit from a general Widget, and have all the methods like .enable(), .click(), and properties like enabled, events like on_click, etc.?
Oh, god, I'd kill for a GUI toolkit that did away with that. It's all a hot mess, and a miracle that any GUIs actually work.
That said, I'm not super inclined to learn Agda...[1][2]
[1]: https://github.com/stephanadelsb/PPDP18
What are some alternatives?
When comparing GeometricFlux.jl and PPDP18 you can also consider the following projects:
pytorch_geometric - Graph Neural Network Library for PyTorch
Flux.jl - Relax! Flux is the ML library that doesn't make you tensor
DataLoaders.jl - A parallel iterator for large machine learning datasets that don't fit into memory inspired by PyTorch's `DataLoader` class.
FluxTraining.jl - A flexible neural net training library inspired by fast.ai
Transformers.jl - Julia Implementation of Transformer models
swiftai - Swift for TensorFlow's high-level API, modeled after fastai