hydra-zen
traingenerator
Our great sponsors
hydra-zen | traingenerator | |
---|---|---|
1 | 2 | |
281 | 1,345 | |
7.1% | - | |
9.4 | 0.0 | |
1 day ago | 8 months ago | |
Python | Python | |
MIT License | MIT License |
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.
hydra-zen
-
[Project] I built a minimal stateless ML project template built on my current favourite stack
It provides mature configuration support via [Hydra-Zen](https://github.com/mit-ll-responsible-ai/hydra-zen) and automates configuration generation via [decorators](https://github.com/BayesWatch/minimal-ml-template/blob/af387e59472ea67552b4bb8972b39fe95952dd8a/mlproject/decorators.py#L10) implemented in this repo.
traingenerator
- Traingenerator ยท Streamlit
-
Your Github stats for 2020 ๐
Another tool I built to generate training code for ML: https://github.com/jrieke/traingenerator
What are some alternatives?
kubeproject - A set of tools built to simplify daily driving of cloud resources for individual VM access, Kubernetes batch jobs and miscellaneous useful functionality related to cloud-based ML research
lightning-hydra-template - PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. โก๐ฅโก
memorization - Code for "On Memorization in Probabilistic Deep Generative Models"
profanity-check - A fast, robust Python library to check for offensive language in strings.
forward-forward-pytorch - Forward Forward algorithm (by Geoffrey Hinton) implemented with pytorch.
lightning-hydra-template - Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.
minimal-ml-template - A very minimal ml project template that uses HF transformers and wandb to train a simple NN and evaluate it, in a stateless manner compatible with Spot instances kubernetes workflows
streamlit-geospatial - A multi-page streamlit app for geospatial
material-design-icons-adt-template - Android Studio / Eclipse ADT template for material-design-icons resources
pytorch-forecasting - Time series forecasting with PyTorch
code-generator - Web Application to generate your training scripts with PyTorch Ignite