swiftai
Swift for TensorFlow's high-level API, modeled after fastai (by fastai)
GeometricFlux.jl
Geometric Deep Learning for Flux (by yuehhua)
| swiftai | GeometricFlux.jl | |
|---|---|---|
| 1 | 3 | |
| 457 | 348 | |
| 0.0% | 0.9% | |
| 0.0 | 5.1 | |
| over 3 years ago | 6 months ago | |
| Jupyter Notebook | Julia | |
| Apache License 2.0 | 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.
swiftai
Posts with mentions or reviews of swiftai.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-07-27.
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.
What are some alternatives?
When comparing swiftai and GeometricFlux.jl you can also consider the following projects:
DataLoaders.jl - A parallel iterator for large machine learning datasets that don't fit into memory inspired by PyTorch's `DataLoader` class.
pytorch_geometric - Graph Neural Network Library for PyTorch
Transformers.jl - Julia Implementation of Transformer models
Flux.jl - Relax! Flux is the ML library that doesn't make you tensor
FluxTraining.jl - A flexible neural net training library inspired by fast.ai