109 results found Sort:

iterative
dvc iterative
1.2k
14.0k
apache-2.0
134
🦉 Data Versioning and ML Experiments
ai data-science developer-tools reproducibility machine-learning unstructured-data data-version-control
Created 2017-03-04
9,369 commits to main branch, last one 4 days ago
wandb
wandb wandb
688
9.3k
mit
62
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
ai jax keras mlops pytorch tensorflow ml-platform data-science collaboration deep-learning data-versioning reproducibility experiment-track machine-learning model-versioning hyperparameter-search hyperparameter-tuning reinforcement-learning hyperparameter-optimization
Created 2017-03-24
7,489 commits to main branch, last one 19 hours ago
ashleve
lightning-hydra-template ashleve
662
4.4k
unknown
29
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
hydra mlops config pytorch template deep-learning best-practices reproducibility project-structure pytorch-lightning
Created 2020-11-04
442 commits to main branch, last one about a year ago
IDSIA
sacred IDSIA
383
4.3k
mit
70
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
python mongodb infrastructure reproducibility machine-learning reproducible-science reproducible-research
Created 2014-03-31
1,352 commits to master branch, last one 25 days ago
catalyst-team
catalyst catalyst-team
390
3.3k
apache-2.0
46
Accelerated deep learning R&D
python pytorch research deep-learning infrastructure computer-vision metric-learning reproducibility image-processing machine-learning object-detection text-segmentation image-segmentation recommender-system text-classification image-classification distributed-computing information-retrieval reinforcement-learning natural-language-processing
Created 2018-08-20
1,698 commits to master branch, last one 2 years ago
snakemake
snakemake snakemake
562
2.3k
mit
20
This is the development home of the workflow management system Snakemake. For general information, see
snakemake reproducibility workflow-management
Created 2019-10-04
5,359 commits to main branch, last one 6 hours ago
rlworkgroup
garage rlworkgroup
309
1.9k
mit
56
A toolkit for reproducible reinforcement learning research.
pytorch tensorflow rl-algorithms reproducibility
Created 2018-06-10
1,221 commits to master branch, last one about a year ago
clementchadebec
benchmark_VAE clementchadebec
167
1.8k
apache-2.0
18
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
vae vq-vae pytorch vae-gan beta-vae pixel-cnn comparison vae-pytorch benchmarking reproducibility normalizing-flows vae-implementation reproducible-research variational-autoencoder wasserstein-autoencoder
Created 2021-10-02
373 commits to main branch, last one 5 months ago
Cloud-CV
EvalAI Cloud-CV
800
1.8k
other
54
:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI
ai django docker evalai python angular7 angularjs challenge evaluation leaderboard ai-challenges reproducibility machine-learning reproducible-research artificial-intelligence
Created 2016-10-21
2,426 commits to master branch, last one 3 months ago
MLReef
mlreef MLReef
308
1.4k
other
108
The collaboration workspace for Machine Learning
mlops mxnet models pytorch tensorflow data-science deeplearning deep-learning reproducibility machine-learning mlops-environment artificial-intelligence machine-learning-algorithms
Created 2020-07-20
2,877 commits to master branch, last one 2 years ago
joedicastro
vps-comparison joedicastro
81
1.4k
mit
47
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 ...
vps cloud python ansible hosting comparison independence transparency reproducibility
Created 2017-03-23
92 commits to master branch, last one 7 years ago
ropensci
drake ropensci
129
1.3k
gpl-3.0
35
An R-focused pipeline toolkit for reproducibility and high-performance computing
r drake rstats makefile pipeline ropensci workflow r-package data-science peer-reviewed reproducibility reproducible-research high-performance-computing
Created 2017-02-20
6,761 commits to main branch, last one 17 days ago
the-nix-way
dev-templates the-nix-way
106
1.3k
unknown
10
Dev environments for numerous languages based on Nix flakes [maintainer=@lucperkins]
nix flakes reproducibility
Created 2022-07-12
283 commits to main branch, last one about a month ago
ddsjoberg
gtsummary ddsjoberg
130
1.1k
other
18
Presentation-Ready Data Summary and Analytic Result Tables
r gt html5 rstats table1 tableone r-package statistics easy-to-use summary-tables reproducibility regression-models summary-statistics reproducible-research
Created 2019-02-27
2,181 commits to main branch, last one 3 days ago
nix-community
dream2nix nix-community
127
1.1k
mit
16
Simplified nix packaging for various programming language ecosystems [maintainer=@DavHau]
nix 2nix rust nixos nodejs lang2nix dream-to-nix hacktoberfest reproducibility package-management nix-community-buildbot
Created 2021-09-03
2,390 commits to main branch, last one 21 hours ago
toshas
torch-fidelity toshas
69
1.0k
other
7
High-fidelity performance metrics for generative models in PyTorch
gan metrics pytorch precision evaluation inception-score reproducibility generative-model reproducible-research perceptual-path-length kernel-inception-distance frechet-inception-distance
Created 2020-04-23
202 commits to master branch, last one 11 months ago
MaurizioFD
RecSys2019_DeepLearning_Evaluation MaurizioFD
249
985
agpl-3.0
39
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.
bpr knn bprmf bprslim funksvd deep-learning neural-network slimelasticnet hyperparameters reproducibility matrix-completion recommender-system evaluation-framework matrix-factorization recommendation-system reproducible-research collaborative-filtering hybrid-recommender-system recommendation-algorithms content-based-recommendation
Created 2019-04-02
63 commits to master branch, last one 3 years ago
ropensci
targets ropensci
75
949
other
17
Function-oriented Make-like declarative workflows for R
r make rstats targets pipeline workflow r-package data-science r-targetopia peer-reviewed reproducibility reproducible-research high-performance-computing
Created 2019-08-01
3,424 commits to main branch, last one 21 hours ago
DavHau
mach-nix DavHau
106
870
mit
11
Create highly reproducible python environments
nix nixos python nixpkgs mach-nix python-deps nix-expression python-packages reproducibility python-environment
Created 2020-04-22
564 commits to master branch, last one 7 months ago
openwdl
wdl openwdl
306
780
bsd-3-clause
88
Workflow Description Language - Specification and Implementations
wdl cloud openwdl cromwell workflow bioinformatics reproducibility reproducible-science
Created 2012-08-01
704 commits to wdl-1.2 branch, last one 2 months ago
tidyverse
reprex tidyverse
81
742
other
19
Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
r github rmarkdown stackoverflow reproducibility
Created 2015-08-25
765 commits to main branch, last one 3 months ago
ptrsr
pi-ci ptrsr
40
681
other
17
Prepare Raspberry Pi 3, 4 & 5 configurations using a virtual machine.
docker ansible container raspberry-pi reproducibility virtual-machine continuous-integration
Created 2021-05-16
67 commits to master branch, last one 3 months ago
benmarwick
rrtools benmarwick
86
680
other
36
rrtools: Tools for Writing Reproducible Research in R
r quarto research-tool research-paper quarto-template reproducibility research-project reproducible-paper research-compendium reproducible-science reproducible-research
Created 2017-07-21
421 commits to master branch, last one 2 months ago
tweag
jupyenv tweag
135
678
mit
30
Declarative and reproducible Jupyter environments - powered by Nix
nix jupyter jupyterlab reproducibility jupyter-notebooks
Created 2018-12-18
594 commits to main branch, last one 18 days ago
grok-ai
nn-template grok-ai
67
637
mit
14
Generic template to bootstrap your PyTorch project.
dvc hydra wandb mkdocs pytorch research template streamlit pre-commit cookiecutter deep-learning best-practices best-practises github-actions reproducibility project-structure pytorch-lightning weights-and-biases huggingface-datasets
Created 2021-02-25
217 commits to main branch, last one about a year ago
kwotsin
mimicry kwotsin
62
603
mit
9
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
gan cgan cvpr gans dcgan sngan ssgan cvpr20 python pytorch wgan-gp cvpr2020 infomax-gan reproducibility machine-learning sngan-projection generative-models generative-adversarial-networks
Created 2020-03-31
168 commits to master branch, last one 2 years ago
understandable-machine-intelligence-lab
Quantus understandable-machine-intelligence-lab
75
568
other
10
Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
xai pytorch tensorflow deep-learning explainable-ai reproducibility interpretability machine-learning quantification-evaluation-methods
Created 2021-03-18
1,794 commits to main branch, last one about a month ago
NVIDIA
framework-reproducibility NVIDIA
40
426
apache-2.0
31
Providing reproducibility in deep learning frameworks
d9m ngc r13y seed noise fwr13y seeder atomics pytorch frameworks tensorflow determinism gpu-support deep-learning gpu-determinism noise-reduction reproducibility deterministic-ops variance-reduction
Created 2019-03-18
328 commits to master branch, last one about a year ago
bwplotka
bingo bwplotka
31
368
apache-2.0
7
Like `go get` but for Go tools! CI Automating versioning of Go binaries in a nested, isolated Go modules.
go pin golang thanos modules packages gomodules versioning reproducibility
Created 2020-05-03
93 commits to main branch, last one 12 days ago
datmo
datmo datmo
30
344
mit
11
Open source production model management tool for data scientists
data-science deep-learning reproducibility version-control machine-learning artificial-intelligence
Created 2017-11-03
1,051 commits to master branch, last one 5 years ago