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reproducibility

Here are 627 public repositories matching this topic...

dvc

iterative / dvc

🦉Data Version Control | Git for Data & Models | ML Experiments Management

python git data-science machine-learning ai collaboration developer-tools reproducibility data-version-control hacktoberfest

Updated Nov 25, 2022
Python

wandb

wandb / wandb

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

data-science machine-learning reinforcement-learning deep-learning tensorflow keras collaboration pytorch hyperparameter-optimization reproducibility hyperparameter-tuning data-versioning hyperparameter-search model-versioning mlops experiment-track ml-platform

Updated Nov 24, 2022
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

Updated Oct 31, 2022
Python

catalyst-team / catalyst

Accelerated deep learning 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 Oct 5, 2022
Python

ashleve / lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡

🔥

⚡

config template research deep-learning neptune best-practices comet pytorch hydra tensorboard experiments reproducibility project-structure mlops mlflow experiment-tracking pytorch-lightning wandb

Updated Nov 11, 2022
Python

rlworkgroup / garage

A toolkit for reproducible reinforcement learning research.

tensorflow pytorch reproducibility rl-algorithms

Updated Aug 10, 2022
Python

snakemake / snakemake

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

snakemake reproducibility workflow-management

Updated Nov 25, 2022
HTML

Cloud-CV / EvalAI

☁️

🚀

📊

📈 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 angular7

Updated Nov 23, 2022
Python

MLReef / mlreef

The collaboration workspace for Machine Learning

data-science machine-learning deep-learning mxnet tensorflow models machine-learning-algorithms pytorch artificial-intelligence deeplearning reproducibility mlops mlops-environment

Updated Nov 1, 2022
Kotlin

joedicastro / vps-comparison

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

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 19, 2022
R

clementchadebec / benchmark_VAE

Unifying Generative Autoencoder implementations in Python

python benchmarking machine-learning research deep-learning reproducible-research pytorch comparison reproducible-science generative-model vae pixel-cnn reproducibility autoencoders vae-gan normalizing-flows variational-autoencoders vq-vae vae-implementation

Updated Oct 20, 2022
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

Updated Nov 21, 2022
Python

gtsummary

ddsjoberg / gtsummary

Sponsor

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

Updated Nov 25, 2022
R

reprex

tidyverse / reprex

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

github r stackoverflow rmarkdown reproducibility

Updated Sep 15, 2022
R

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

Updated Nov 11, 2022
R

mach-nix

DavHau / mach-nix

Create highly reproducible python environments

python nix nixos nixpkgs reproducibility python-packages python-environment mach-nix nix-expression python-deps

Updated Nov 8, 2022
Python

openwdl / wdl

Workflow Description Language - Specification and Implementations

workflow cloud bioinformatics reproducible-science wdl reproducibility cromwell openwdl

Updated Nov 23, 2022
Java

benmarwick / rrtools

rrtools: Tools for Writing Reproducible Research in R

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

Updated Aug 31, 2022
R

kwotsin / mimicry

[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 7, 2022
Python

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