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The Top 10 Reproducibility Open Source Projects
Open source projects categorized as Reproducibility
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iterative/dvc
⭐
12,813
🦉 ML Experiments Management with Git
dependent packages
0
total releases
0
most recent commit
over 2 years ago
wandb/wandb
⭐
7,760
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
IDSIA/sacred
⭐
4,112
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
ashleve/lightning-hydra-template
⭐
3,322
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
dependent packages
0
total releases
0
most recent commit
over 2 years ago
catalyst-team/catalyst
⭐
3,151
Accelerated deep learning R&D
dependent packages
0
total releases
0
most recent commit
almost 3 years ago
snakemake/snakemake
⭐
2,691
This is the development home of the workflow management system Snakemake. For general information, see
dependent packages
0
total releases
0
most recent commit
4 months ago
rlworkgroup/garage
⭐
1,677
A toolkit for reproducible reinforcement learning research.
dependent packages
0
total releases
0
most recent commit
about 3 years ago
Cloud-CV/EvalAI
⭐
1,621
:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI
dependent packages
0
total releases
0
most recent commit
over 2 years ago
clementchadebec/benchmark_VAE
⭐
1,597
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
dependent packages
0
total releases
0
most recent commit
over 2 years ago
MLReef/mlreef
⭐
1,403
The collaboration workspace for Machine Learning
dependent packages
0
total releases
0
most recent commit
over 3 years ago
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