iterative / dvc

🦉Data Version Control | Git for Data & Models

python git data-science machine-learning ai fill collaboration bucket developer-tools reproducibility data-version-control hacktoberfest dvcs dvc-environment

Updated Aug 10, 2020
Python

IDSIA / sacred

Star

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

python infrastructure machine-learning mongodb reproducible-research reproducible-science reproducibility

Updated Jul 29, 2020
Python

catalyst-team / catalyst

Star

Accelerated DL R&D

python infrastructure machine-learning natural-language-processing information-retrieval research reinforcement-learning computer-vision deep-learning text-classification distributed-computing image-processing pytorch image-classification metric-learning recommender-system object-detection image-segmentation reproducibility text-segmentation

Updated Aug 10, 2020
Python

joedicastro / vps-comparison

Star

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.

python ansible cloud independence hosting vps comparison transparency reproducibility

Updated May 22, 2018
Python

ropensci / drake

Star

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

workflow data-science r pipeline reproducible-research makefile high-performance-computing rstats r-package reproducibility ropensci drake peer-reviewed

Updated Aug 8, 2020
R

Cloud-CV / EvalAI

Star

☁️

🚀

📊

📈 Evaluating state of the art in AI

python angularjs docker challenge machine-learning django ai reproducible-research leaderboard evaluation artificial-intelligence ai-challenges reproducibility evalai

Updated Aug 10, 2020
Python

MaurizioFD / RecSys2019_DeepLearning_Evaluation

Star

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.

deep-learning neural-network reproducible-research collaborative-filtering matrix-factorization hyperparameters bpr recommendation-system recommender-system reproducibility recommendation-algorithms knn matrix-completion evaluation-framework content-based-recommendation hybrid-recommender-system funksvd bprmf bprslim slimelasticnet

Updated Aug 7, 2020
Python

snakemake / snakemake

Star

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

snakemake reproducibility workflow-management

Updated Aug 10, 2020
Python

henripal / labnotebook

Star

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

Star

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

github r stackoverflow rmarkdown reproducibility

Updated Aug 6, 2020
R

benmarwick / rrtools

Star

rrtools: Tools for Writing Reproducible Research in R

r reproducible-research reproducible-science research-tool research-project reproducibility research-paper reproducible-paper research-compendium

Updated Jul 11, 2020
R

minerva-ml / open-solution-home-credit

Star

Open solution to the Home Credit Default Risk challenge 🏡

python competition open-source machine-learning deep-learning pipeline neptune pipeline-framework python3 kaggle xgboost lightgbm feature-engineering reproducibility python35 credit-scoring reproducible-experiments credit-risk

Updated Jul 1, 2019
Python

kwotsin / mimicry

Star

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

python machine-learning pytorch gan dcgan reproducibility gans generative-adversarial-networks cvpr cgan wgan-gp generative-models ssgan sngan cvpr2020 sngan-projection cvpr20 infomax-gan

Updated Aug 10, 2020
Python

openwdl / wdl

Star

Workflow Description Language - Specification and Implementations

workflow cloud bioinformatics reproducible-science wdl reproducibility cromwell openwdl

Updated Aug 4, 2020
Java

datmo / datmo

Star

Open source production model management tool for data scientists

data-science machine-learning deep-learning version-control artificial-intelligence reproducibility

Updated Nov 29, 2019
Python

ddsjoberg / gtsummary

Star

Presentation-Ready Data Summary and Analytic Result Tables

r statistics html5 reproducible-research rstats easy-to-use r-package reproducibility regression-models gt summary-statistics summary-tables

Updated Aug 10, 2020
HTML

VIDA-NYU / reprozip

Star

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