hydra-zen
forward-forward-pytorch
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hydra-zen | forward-forward-pytorch | |
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1 | 1 | |
281 | 2 | |
7.1% | - | |
9.4 | 10.0 | |
1 day ago | over 1 year ago | |
Python | Python | |
MIT License | - |
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hydra-zen
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[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.
forward-forward-pytorch
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[D] G. Hinton proposes FF – an alternative to Backprop
Implementations - Pytorch: https://github.com/mohammadpz/pytorch_forward_forward https://github.com/madcato/forward-forward-pytorch
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
pytorch_forward_forward - Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation
traingenerator - 🧙 A web app to generate template code for machine learning
memorization - Code for "On Memorization in Probabilistic Deep Generative Models"
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
lightning-hydra-template - PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
pytorch-forecasting - Time series forecasting with PyTorch
lightning-flash - Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains