hydra-zen
lightning-flash
Our great sponsors
hydra-zen | lightning-flash | |
---|---|---|
1 | 2 | |
281 | 1,711 | |
7.1% | - | |
9.4 | 7.3 | |
1 day ago | 7 months ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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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.
lightning-flash
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A guide to starting PyTorch
Not faster to learn at all. Keras is more like learning Lightning Flash: https://github.com/PyTorchLightning/lightning-flash
- Lightning Flash: A collection of tasks for solving problems with deep learning
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
quaterion - Blazing fast framework for fine-tuning similarity learning models
traingenerator - 🧙 A web app to generate template code for machine learning
tabular-dl-tabr - The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"
memorization - Code for "On Memorization in Probabilistic Deep Generative Models"
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
forward-forward-pytorch - Forward Forward algorithm (by Geoffrey Hinton) implemented with pytorch.
Auto-PyTorch - Automatic architecture search and hyperparameter optimization for PyTorch
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
torchmd - End-To-End Molecular Dynamics (MD) Engine using PyTorch
lightning-hydra-template - PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
awesome-modular-pytorch-lightning - LightCollections⚡️: Ready-to-use implementations such as `LightningModules` for various computer vision papers.