#
reproducibility
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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
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Updated
Feb 10, 2022 - Python
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
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Updated
Feb 27, 2022 - Python
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
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Updated
Feb 25, 2022 - Python
krzentner
opened
Dec 3, 2020
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.
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Updated
May 22, 2018 - Python
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
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Updated
Jan 12, 2022 - Kotlin
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
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Updated
Sep 24, 2021 - R
Ram81
commented
Mar 10, 2021
Description
Currently, when a challenge link from EvalAI is shared users see a generic view of EvalAI homepage. We want the details specific to a challenge to be shown when a link is shared. Here's how it looks currently
Expected behavior:
T
This is the development home of the workflow management system Snakemake. For general information, see
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Updated
Feb 26, 2022 - HTML
PyTorch Lightning + Hydra. A feature-rich template for rapid, scalable 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
training-pipeline
experiment-tracking
pytorch-lightning
wandb
weights-and-biases
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Updated
Feb 19, 2022 - Python
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
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Updated
Feb 10, 2022 - Python
Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
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Updated
Jan 23, 2022 - R
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
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Updated
Feb 26, 2022 - R
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
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Updated
Feb 25, 2022 - R
rrtools: Tools for Writing Reproducible Research in R
r
reproducible-research
reproducible-science
research-tool
research-project
reproducibility
research-paper
reproducible-paper
research-compendium
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Updated
Dec 12, 2021 - R
LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.
python
postgres
machine-learning
vuejs
reproducible-research
postgresql
webapp
reproducibility
experimental-data
experiment-manager
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Updated
Mar 31, 2018 - Jupyter Notebook
[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
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Updated
Sep 7, 2021 - Python
Workflow Description Language - Specification and Implementations
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Updated
Feb 24, 2022 - Java
Create highly reproducible python environments
python
nix
nixos
nixpkgs
reproducibility
python-packages
python-environment
mach-nix
nix-expression
python-deps
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Updated
Feb 14, 2022 - Python
Open solution to the Home Credit Default Risk challenge 🏡
python
competition
open-source
machine-learning
deep-learning
pipeline
neptune
pipeline-framework
python3
kaggle
xgboost
lightgbm
feature-engineering
reproducibility
python35
credit-scoring
reproducible-experiments
credit-risk
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Updated
Jul 1, 2019 - Python
Generic template to bootstrap your PyTorch project.
template
research
deep-learning
best-practices
pre-commit
mkdocs
pytorch
hydra
reproducibility
best-practises
project-structure
dvc
github-actions
pytorch-lightning
streamlit
wandb
weights-and-biases
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Updated
Feb 23, 2022 - Python
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
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Updated
Nov 23, 2021 - Python
shabazpatel
opened
Dec 7, 2018
declarative and reproducible Jupyter environments - powered by Nix
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Updated
Feb 25, 2022 - Jupyter Notebook
LibCity: An Open Library for Traffic Prediction
deep-learning
toolkit
traffic
eta
map-matching
representation-learning
reproducibility
on-demand-service
spatio-temporal
traffic-prediction
trajectory-prediction
time-series-prediction
spatio-temporal-prediction
traffic-flow-prediction
pytorch-implementation
od-matrix
traffic-forecasting
estimated-time-of-arrival
traffic-accident-prediction
traffic-speed-prediction
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Feb 24, 2022 - Python
remram44
commented
Jan 14, 2021
Easiest would probably be to use cffi instead of manual CPython binding.
See also conda-forge/reprozip-feedstock#11
ivotron
commented
Jun 19, 2020
Add an example workflow in the examples/gradle/ folder that exemplifies how to make use of Popper to create a CI pipeline for java projects that use gradle as their build system. The image used by the workflow can be the official one.
1
Open
cli: colorize output
9
PLynx is a domain agnostic platform for managing reproducible experiments and data-oriented workflows.
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Feb 26, 2022 - JavaScript
RNA-seq workflow using STAR and DESeq2
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Updated
Nov 30, 2021 - Python
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We support toml as params file. There are a few issues with our current toml parsing:
tomllibrary, which is not toml 1.0 standard compatible. Also, the library is not being actively maintained.tomldumping does not preserve existing formatting.We can try migrating to
tomli(which