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reproducible-research

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AntixK /PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

deep-learning reproducible-research architecture pytorch vae beta-vae paper-implementations gumbel-softmax celeba-dataset wae variational-autoencoders pytorch-implementation dfc-vae iwae vqvae vae-implementation pytorch-vae

UpdatedMar 21, 2025
Python

IDSIA /sacred

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

UpdatedOct 22, 2025
Python

nextflow

nextflow-io /nextflow

A DSL for data-driven computational pipelines

docker groovy hello aws cloud bioinformatics pipeline nextflow hpc reproducible-research workflow-engine slurm pipeline-framework sge singularity reproducible-science dataflow singularity-containers

UpdatedDec 17, 2025
Groovy

mdeff /fma

FMA: A Dataset For Music Analysis

deep-learning reproducible-research open-data open-science dataset music-information-retrieval music-analysis

UpdatedJan 5, 2023
Jupyter Notebook

wenbihan /reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

art benchmarking deep-learning image-reconstruction reproducible-research image-processing cnn noise summary performance-analysis arxiv curated-list implementation inverse-problems noise-reduction image-denoising image-restoration recovery-image state-of-the-art denoising-algorithms

UpdatedDec 5, 2021

clementchadebec /benchmark_VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

benchmarking reproducible-research pytorch comparison vae pixel-cnn reproducibility beta-vae vae-gan normalizing-flows variational-autoencoder vq-vae wasserstein-autoencoder vae-implementation vae-pytorch

UpdatedJul 31, 2024
Python

Cloud-CV /EvalAI

☁️ 🚀 📊 📈 Evaluating state of the art in AI

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

UpdatedDec 16, 2025
Python

JavierAntoran /Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

deep-learning reproducible-research regression pytorch uncertainty classification uncertainty-neural-networks bayesian-inference mcmc variational-inference hmc bayesian-neural-networks langevin-dynamics approximate-inference local-reparametrization-trick kronecker-factored-approximation mc-dropout bayes-by-backprop out-of-distribution-detection sgld

UpdatedOct 20, 2023
Jupyter Notebook

InsightSoftwareConsortium /ITK

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.

python open-source cpp reproducible-research open-science medical-imaging scientific-computing image-analysis itk hacktoberfest insight-toolkit numfocus

UpdatedDec 17, 2025
C++

ropensci /drake

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

UpdatedDec 4, 2024
R

NVlabs /sionna

Sionna: An Open-Source Library for Research on Communication Systems

open-source machine-learning deep-learning reproducible-research gpu-acceleration raytracing communications 5g 6g system-level-simulation link-level-simulation differentiable-simulation

UpdatedNov 25, 2025
Jupyter Notebook

gtsummary

ddsjoberg /gtsummary

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 tableone table1 summary-tables

UpdatedDec 5, 2025
R

torch-fidelity

toshas /torch-fidelity

High-fidelity performance metrics for generative models in PyTorch

reproducible-research metrics evaluation pytorch gan generative-model reproducibility precision inception-score frechet-inception-distance kernel-inception-distance perceptual-path-length

UpdatedNov 18, 2025
Python

targets

ropensci /targets

Function-oriented Make-like declarative workflows for R

workflow data-science r pipeline reproducible-research high-performance-computing make rstats r-package reproducibility targets peer-reviewed r-targetopia

UpdatedDec 15, 2025
R

LAMDA-CL /PyCIL

PyCIL: A Python Toolbox for Class-Incremental Learning

machine-learning deep-learning reproducible-research open-world pytorch representation-learning incremental-learning lifelong-learning continual-learning open-environment-recognition

UpdatedAug 18, 2025
Python

MaurizioFD /RecSys2019_DeepLearning_Evaluation

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

UpdatedMay 25, 2023
Python

OpenSourceAP /CrossSection

Code to accompany our paper Chen and Zimmermann (2020), "Open source cross-sectional asset pricing"

finance reproducible-research stocks quantitative-finance asset-pricing

UpdatedOct 22, 2025
Python

JunoLab /Weave.jl

Scientific reports/literate programming for Julia

reproducible-research julia literate-programming scientific-workflows scientific-reports

UpdatedNov 15, 2025
Julia

YannDubs /disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

deep-learning reproducible-research pytorch mnist chairs-dataset vae representation-learning unsupervised-learning beta-vae celeba variational-autoencoder disentanglement dsprites fashion-mnist disentangled-representations factor-vae beta-tcvae

UpdatedFeb 2, 2023
Python

Axelrod-Python /Axelrod

A research tool for the Iterated Prisoner's Dilemma

python computer-science reproducible-research mathematics game-theory evolutionary-game-theory prisoners-dilemma

UpdatedDec 15, 2025
Python

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