iterative / dvc

🦉Data Version Control | Git for Data & Models

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Updated Jul 25, 2020
Python

IDSIA / sacred

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

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Updated Jul 14, 2020
Python

catalyst-team / catalyst

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Accelerated DL R&D

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Updated Jul 25, 2020
Python

joedicastro / vps-comparison

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A comparison between some VPS providers. It uses Ansible to perform a series of automated benchmark tests over the VPS servers that you specify. It allows the reproducibility of those tests by anyone that wanted to compare these results to their own. All the tests results are available in order to provide independence and transparency.

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Updated May 22, 2018
Python

ropensci / drake

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An R-focused pipeline toolkit for reproducibility and high-performance computing

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Updated Jul 24, 2020
R

Cloud-CV / EvalAI

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☁️

🚀

📊

📈 Evaluating state of the art in AI

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Updated Jul 25, 2020
Python

MaurizioFD / RecSys2019_DeepLearning_Evaluation

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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"

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Updated Jun 18, 2020
Python

snakemake / snakemake

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

snakemake reproducibility workflow-management

Updated Jul 23, 2020
Python

henripal / labnotebook

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LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.

python postgres machine-learning vuejs reproducible-research postgresql webapp reproducibility experimental-data experiment-manager

Updated Mar 31, 2018
Jupyter Notebook

tidyverse / reprex

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Render bits of R code for sharing, e.g., on GitHub or StackOverflow.

github r stackoverflow rmarkdown reproducibility

Updated May 28, 2020
R

benmarwick / rrtools

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rrtools: Tools for Writing Reproducible Research in R

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Updated Jul 11, 2020
R

minerva-ml / open-solution-home-credit

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Open solution to the Home Credit Default Risk challenge 🏡

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Updated Jul 1, 2019
Python

openwdl / wdl

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Workflow Description Language - Specification and Implementations

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Updated Jul 21, 2020
Java

kwotsin / mimicry

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[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

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Updated Jul 16, 2020
Python

datmo / datmo

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Open source production model management tool for data scientists

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Updated Nov 29, 2019
Python

ddsjoberg / gtsummary

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Presentation-Ready Data Summary and Analytic Result Tables

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Updated Jul 25, 2020
HTML

VIDA-NYU / reprozip

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ReproZip is a tool that simplifies the process of creating reproducible experiments from command-line executions, a frequently-used common denominator in computational science.