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The Top 23 Reproducible Research Open Source Projects

Open source projects categorized as Reproducible Research
Categories > Science > Reproducible Research
Metaflow ⭐ 7,197
🚀 Build and manage real-life data science projects with ease!
dependent packages 25total releases 103most recent commit 9 hours agopypi metaflow} Downloads
Knowledge Repo ⭐ 5,344
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
total releases 32most recent commit 5 months ago
Pytorch Vae ⭐ 5,292
A Collection of Variational Autoencoders (VAE) in PyTorch.
most recent commit 2 months ago
Sacred ⭐ 4,112
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
dependent packages 33total releases 29most recent commit 25 days agopypi sacred} Downloads
Nextflow ⭐ 2,325
A DSL for data-driven computational pipelines
dependent packages 16total releases 250most recent commit 2 days ago
Fma ⭐ 1,773
FMA: A Dataset For Music Analysis
most recent commit a year ago
Reproducible Image Denoising State Of The Art ⭐ 1,759
Collection of popular and reproducible image denoising works.
most recent commit 2 years ago
Bayesian Neural Networks ⭐ 1,633
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
most recent commit 2 months ago
Evalai ⭐ 1,584
☁️ 🚀 📊 📈 Evaluating state of the art in AI
most recent commit 6 days ago
Benchmark_vae ⭐ 1,503
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
total releases 12most recent commit 2 months ago
Drake ⭐ 1,332
An R-focused pipeline toolkit for reproducibility and high-performance computing
dependent packages 1total releases 47most recent commit a month ago
Itk ⭐ 1,284
Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.
dependent packages 5total releases 4most recent commit 12 hours ago
Gtsummary ⭐ 880
Presentation-Ready Data Summary and Analytic Result Tables
dependent packages 14total releases 29most recent commit 3 days ago
Recsys2019_deeplearning_evaluation ⭐ 871
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.
most recent commit 2 years ago
Targets ⭐ 826
Function-oriented Make-like declarative workflows for R
most recent commit a day ago
Torch Fidelity ⭐ 762
High-fidelity performance metrics for generative models in PyTorch
dependent packages 8total releases 3most recent commit a month agopypi torch-fidelity} Downloads
Weave.jl ⭐ 741
Scientific reports/literate programming for Julia
most recent commit 10 months ago
Stencila ⭐ 740
Programmable, reproducible, interactive documents
dependent packages 11total releases 146most recent commit 14 hours agonpm @stencila/schema} Downloads
Opencpu ⭐ 690
OpenCPU system for embedded scientific computation and reproducible research
most recent commit 4 months ago
Kge ⭐ 684
LibKGE - A knowledge graph embedding library for reproducible research
most recent commit 2 months ago
Disentangling Vae ⭐ 668
Experiments for understanding disentanglement in VAE latent representations
most recent commit 10 months ago
Axelrod ⭐ 632
A research tool for the Iterated Prisoner's Dilemma
total releases 1most recent commit 2 months ago
Rrtools ⭐ 619
rrtools: Tools for Writing Reproducible Research in R
most recent commit 9 months ago
The 10 Most Depended On Reproducible Research Open Source Projects
Pander ⭐ 289
An R Pandoc Writer: Convert arbitrary R objects into markdown
dependent packages 149total releases 14latest release March 18, 2022most recent commit 9 months ago
Pynwb ⭐ 159
A Python API for working with Neurodata stored in the NWB Format
dependent packages 99total releases 37latest release August 18, 2023most recent commit 7 days agopypi pynwb} Downloads
Sacred ⭐ 4,112
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
dependent packages 33total releases 29latest release November 13, 2023most recent commit 25 days agopypi sacred} Downloads
Metaflow ⭐ 7,197
:rocket: Build and manage real-life data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 9 hours agopypi metaflow} Downloads
Huxtable ⭐ 304
An R package to create styled tables in multiple output formats, with a friendly, modern interface.
dependent packages 25total releases 34latest release December 16, 2022most recent commit 2 months ago
Nextflow ⭐ 2,325
A DSL for data-driven computational pipelines
dependent packages 16total releases 250latest release November 24, 2023most recent commit 2 days ago
Gtsummary ⭐ 880
Presentation-Ready Data Summary and Analytic Result Tables
dependent packages 14total releases 29latest release July 15, 2023most recent commit 3 days ago
Stencila ⭐ 740
Programmable, reproducible, interactive documents
dependent packages 11total releases 146latest release February 21, 2022most recent commit 14 hours agonpm @stencila/schema} Downloads
Pytask ⭐ 90
pytask is a workflow management system that facilitates reproducible data analyses.
dependent packages 8total releases 42latest release December 01, 2023most recent commit a day agopypi pytask} Downloads
The 10 Latest Releases In Reproducible Research Open Source Projects
Metaflow ⭐ 7,197
:rocket: Build and manage real-life data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 9 hours agopypi metaflow} Downloads
Pytask ⭐ 90
pytask is a workflow management system that facilitates reproducible data analyses.
dependent packages 8total releases 42latest release December 01, 2023most recent commit a day agopypi pytask} Downloads
Sionna ⭐ 505
Sionna: An Open-Source Library for Next-Generation Physical Layer Research
dependent packages 4total releases 14latest release November 28, 2023most recent commit 3 days agopypi sionna} Downloads
Nextflow ⭐ 2,325
A DSL for data-driven computational pipelines
dependent packages 16total releases 250latest release November 24, 2023most recent commit 2 days ago
Sacred ⭐ 4,112
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
dependent packages 33total releases 29latest release November 13, 2023most recent commit 25 days agopypi sacred} Downloads
Canvasxpress ⭐ 280
CanvasXpress: A JavaScript Library for Data Analytics with Full Audit Trail Capabilities.
dependent packages 4total releases 43latest release November 08, 2023most recent commit a month ago
Drake ⭐ 1,332
An R-focused pipeline toolkit for reproducibility and high-performance computing
dependent packages 1total releases 47latest release November 06, 2023most recent commit a month ago
Codebraid ⭐ 343
Live code in Pandoc Markdown
total releases 14latest release October 18, 2023most recent commit 2 months ago
Rang ⭐ 68
🐶 (Re)constructing R computational environments
total releases 4latest release October 08, 2023most recent commit a month ago
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