ignite VS code-generator

Compare ignite vs code-generator and see what are their differences.

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently. (by pytorch)
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ignite code-generator
3 1
4,458 38
0.3% -
8.7 7.4
1 day ago 23 days ago
Python Vue
BSD 3-clause "New" or "Revised" License BSD 3-clause "New" or "Revised" 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.

ignite

Posts with mentions or reviews of ignite. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-08-31.
  • Introducing PyTorch-Ignite's Code Generator v0.2.0
    2 projects | dev.to | 31 Aug 2021
    Along with the PyTorch-Ignite 0.4.5 release, we are excited to announce the new release of the web application for generating PyTorch-Ignite's training pipelines. This blog post is an overview of the key features and updates of the Code Generator v0.2.0 project release.
  • Distributed Training Made Easy with PyTorch-Ignite
    7 projects | dev.to | 10 Aug 2021
    PyTorch-Ignite's ignite.distributed (idist) submodule introduced in version v0.4.0 (July 2020) quickly turns single-process code into its data distributed version.
  • Introduction to PyTorch-Ignite
    1 project | dev.to | 10 Aug 2021
    More details about distributed helpers provided by PyTorch-Ignite can be found in the documentation. A complete example of training on CIFAR10 can be found here.

code-generator

Posts with mentions or reviews of code-generator. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-08-31.
  • Introducing PyTorch-Ignite's Code Generator v0.2.0
    2 projects | dev.to | 31 Aug 2021
    Along with the PyTorch-Ignite 0.4.5 release, we are excited to announce the new release of the web application for generating PyTorch-Ignite's training pipelines. This blog post is an overview of the key features and updates of the Code Generator v0.2.0 project release.

What are some alternatives?

When comparing ignite and code-generator you can also consider the following projects:

torch-metrics - Metrics for model evaluation in pytorch

BigGAN-PyTorch - The author's officially unofficial PyTorch BigGAN implementation.

image-similarity-measures - :chart_with_upwards_trend: Implementation of eight evaluation metrics to access the similarity between two images. The eight metrics are as follows: RMSE, PSNR, SSIM, ISSM, FSIM, SRE, SAM, and UIQ.

traingenerator - 🧙 A web app to generate template code for machine learning

prometheus_flask_exporter - Prometheus exporter for Flask applications

receptive_field_analysis_toolbox - A toolbox for receptive field analysis and visualizing neural network architectures

pymetrix - A simple Plug and Play Library for getting analytics. See website for docs.

xla - Enabling PyTorch on XLA Devices (e.g. Google TPU)

gloo - Collective communications library with various primitives for multi-machine training.

idist-snippets

why-ignite - Why should we use PyTorch-Ignite ?

NCCL - Optimized primitives for collective multi-GPU communication