Reproducibility Python Packages

wandb

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

24.7M 11K 864

dvc

🦉 Data Versioning and ML Experiments

2.9M 16K 1K

scooby

Great Dane turned Python environment detective

1.3M 60 15

pystow

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

269K 42 6

snakemake

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

254K 3K 639

hydra-zen

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

234K 462 24

pipestat

Pipeline results reporting package

130K 4 2

sacred

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

54K 4K 391

accelerator

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

35K 4 2

catalyst

Accelerated deep learning R&D

26K 3K 400

datajoint

Relational data pipelines for the science lab

22K 192 96

scitex

Python toolkit for reproducible science — from raw data to manuscript. Includes 42 modules, 270 CLI commands, 186 MCP tools, and 493 skills.

21K 84 22

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.

19K 48 5

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.

17K 0 0

scitex-clew

Verifiable knowledge graph for scientific experiments

16K 0 0

signac

Manage large and heterogeneous data spaces on the file system.

15K 142 36