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Reproducibility Python Packages

Python packages with the GitHub topic reproducibility. Sorted by relevance, with stars and monthly downloads.
wandb
wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

26.2M 11K 872
treeverse
dvc

🦉 Data Versioning and ML Experiments

3.3M 16K 1K
banesullivan
scooby

Great Dane turned Python environment detective

1.4M 60 15
cthoyt
pystow

👜 Easily pick a place to store data for your Python code.

297K 43 6
snakemake
snakemake

This is the development home of the workflow management system Snakemake. For general information, see

284K 3K 645
mit-ll-responsible-ai
hydra-zen

Create powerful Hydra applications without the yaml files and boilerplate code.

245K 464 24
pepkit
pipestat

Pipeline results reporting package

126K 4 2
IDSIA
sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

64K 4K 392
exaxorg
accelerator

The Accelerator is a tool for fast and reproducible processing of eBay-scale datasets on a single computer.

38K 4 2
ywatanabe1989
scitex

Python toolkit for reproducible science — from raw data to manuscript. Includes 42 modules, 312 CLI commands, 0 MCP tools, and 0 skills.

30K 84 22
ywatanabe1989
figrecipe

Reproducible, publication-ready scientific figures as first-class objects. Millimeter-precise layout, 47 plot types, GUI editor, and diagram engine. Part of SciTeX. AGPL-3.0.

29K 0 0
ywatanabe1989
scitex-clew

Verifiable knowledge graph for scientific experiments

26K 0 0
ThalesGroup
agi-env

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

25K 16 1
ThalesGroup
agi-node

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

23K 16 1
datajoint
datajoint

Relational Workflows: where database schemas define executable data pipelines.

22K 192 96
catalyst-team
catalyst

Accelerated deep learning R&D

22K 3K 400
sandialabs
reverse-argparse

A Python library to determine what exactly the user ran at the command line, along with default values, and any transformations that happened after parsing arguments.

21K 48 5
ThalesGroup
agi-cluster

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

21K 16 1
ThalesGroup
agi-core

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

20K 16 1
ThalesGroup
agilab

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

20K 16 1
ThalesGroup
agi-gui

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

16K 16 1
ywatanabe1989
scitex-container

Unified container management for Apptainer and Docker — part of the SciTeX ecosystem

14K 0 0
calkit
calkit-python

That's a nice result you got there, but how did you calculate it?

13K 44 7
glotzerlab
signac

Manage large and heterogeneous data spaces on the file system.

11K 143 36
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