105 results found Sort:

iterative
dvc iterative
1.2k
13.4k
apache-2.0
139
🦉 ML Experiments and Data Management with Git
ai git python data-science collaboration hacktoberfest developer-tools reproducibility machine-learning data-version-control
Created 2017-03-04
9,285 commits to main branch, last one a day ago
wandb
wandb wandb
625
8.5k
mit
56
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
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
6,637 commits to main branch, last one 19 hours ago
IDSIA
sacred IDSIA
378
4.2k
mit
68
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
1,344 commits to master branch, last one 7 months ago
ashleve
lightning-hydra-template ashleve
596
3.8k
unknown
26
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 9 months ago
catalyst-team
catalyst catalyst-team
385
3.2k
apache-2.0
45
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
521
2.2k
mit
19
This is the development home of the workflow management system Snakemake. For general information, see
snakemake reproducibility workflow-management
Created 2019-10-04
5,196 commits to main branch, last one 2 days ago
rlworkgroup
garage rlworkgroup
309
1.8k
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
158
1.7k
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
371 commits to main branch, last one 2 months ago
Cloud-CV
EvalAI Cloud-CV
770
1.7k
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
2,423 commits to master branch, last one 17 days ago
MLReef
mlreef MLReef
313
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 about a year ago
joedicastro
vps-comparison joedicastro
79
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 6 years ago
ropensci
drake ropensci
128
1.3k
gpl-3.0
34
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
6,753 commits to main branch, last one about a month ago
ddsjoberg
gtsummary ddsjoberg
109
981
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
1,850 commits to main branch, last one 8 months ago
MaurizioFD
RecSys2019_DeepLearning_Evaluation MaurizioFD
250
981
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 2 years ago
toshas
torch-fidelity toshas
59
911
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 5 months ago
nix-community
dream2nix nix-community
120
909
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
2,194 commits to main branch, last one 24 hours ago
ropensci
targets ropensci
70
885
other
18
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
3,152 commits to main branch, last one 6 days ago
DavHau
mach-nix DavHau
106
842
mit
10
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 about a month ago
the-nix-way
dev-templates the-nix-way
81
818
unknown
8
Dev environments for numerous languages based on Nix flakes [maintainer=@lucperkins]
nix flakes reproducibility
Created 2022-07-12
231 commits to main branch, last one a day ago
openwdl
wdl openwdl
303
748
bsd-3-clause
88
Workflow Description Language - Specification and Implementations
wdl cloud openwdl cromwell workflow bioinformatics reproducibility reproducible-science
Created 2012-08-01
701 commits to wdl-1.2 branch, last one 27 days ago
tidyverse
reprex tidyverse
78
732
other
19
Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
r github rmarkdown stackoverflow reproducibility
Created 2015-08-25
755 commits to main branch, last one 5 months ago
benmarwick
rrtools benmarwick
83
665
other
37
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
420 commits to master branch, last one 20 days ago
tweag
jupyenv tweag
131
623
mit
31
Declarative and reproducible Jupyter environments - powered by Nix
nix jupyter jupyterlab reproducibility jupyter-notebooks
Created 2018-12-18
580 commits to main branch, last one 8 months ago
grok-ai
nn-template grok-ai
65
623
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 8 months ago
kwotsin
mimicry kwotsin
63
601
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 about a year ago
understandable-machine-intelligence-lab
Quantus understandable-machine-intelligence-lab
70
510
other
7
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
1,771 commits to main branch, last one about a month ago
NVIDIA
framework-reproducibility NVIDIA
40
421
apache-2.0
32
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 11 months ago
datmo
datmo datmo
30
345
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 4 years ago
bwplotka
bingo bwplotka
29
338
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
92 commits to main branch, last one 27 days ago
snakemake-workflows
rna-seq-star-deseq2 snakemake-workflows
194
315
mit
11
RNA-seq workflow using STAR and DESeq2
deseq2 snakemake sciworkflows reproducibility gene-expression-analysis
Created 2017-10-06
148 commits to master branch, last one 21 days ago