Framework Reproducibility Alternatives

Providing reproducibility in deep learning frameworks
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Alternatives To NVIDIA/framework-reproducibility
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
wandb/wandb 7,760 39 622 about 2 years ago 266 December 05, 2023 1,040 mit Python
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
ashleve/lightning-hydra-template 3,322 0 0 over 2 years ago 0 59 Python
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
catalyst-team/catalyst 3,151 19 19 almost 3 years ago 108 April 29, 2022 6 apache-2.0 Python
Accelerated deep learning R&D
MLReef/mlreef 1,403 0 0 over 3 years ago 0 0 other Kotlin
The collaboration workspace for Machine Learning
MaurizioFD/RecSys2019_DeepLearning_Evaluation 871 0 0 about 4 years ago 0 1 agpl-3.0 Python
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.
grok-ai/nn-template 650 0 0 over 2 years ago 0 1 mit Python
Generic template to bootstrap your PyTorch project.
understandable-machine-intelligence-lab/Quantus 460 0 1 about 2 years ago 27 December 05, 2023 45 other Jupyter Notebook
Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
minerva-ml/open-solution-home-credit 443 0 0 almost 4 years ago 0 1 mit Python
Open solution to the Home Credit Default Risk challenge :house_with_garden:
NVIDIA/framework-reproducibility 410 0 2 over 2 years ago 4 October 24, 2019 12 apache-2.0 Python
Providing reproducibility in deep learning frameworks
datmo/datmo 322 0 0 over 6 years ago 41 December 07, 2018 27 mit Python
Open source production model management tool for data scientists
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