#
reproducibility
Here are 505 public repositories matching this topic...
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
Oct 8, 2021 - 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
Oct 20, 2021 - Python
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
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
krzentner
opened
Dec 3, 2020
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
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
Oct 15, 2021 - Kotlin
Ellis-Anderson
commented
Dec 11, 2020
Snakemake version
5.27.4
Describe the bug
When using a pathlib Path object to specify a conda envronment snakemake errors out. Log is below. Converting the Path object to a string serves as a workaround, however I know pathlib support has been extended lately and this seems like something that was missed.
Logs
AttributeError in line 31 of /path/to/my/file.smk:
'Po
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
Aug 25, 2021 - Python
PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices.
config
template
research
deep-learning
neptune
best-practices
pytorch
hydra
experiments
callbacks
reproducibility
black
project-structure
training-pipeline
experiment-tracking
pytorch-lightning
wandb
weights-and-biases
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Updated
Oct 20, 2021 - Python
Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
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Updated
Oct 12, 2021 - 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
Oct 17, 2021 - 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
Jul 18, 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
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
Oct 17, 2021 - R
Workflow Description Language - Specification and Implementations
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Updated
Oct 18, 2021 - Java
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
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
Oct 20, 2021 - Python
shabazpatel
opened
Dec 7, 2018
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
Sep 2, 2021 - Python
Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, DVC, and Streamlit.
template
research
deep-learning
best-practices
pytorch
hydra
reproducibility
project-structure
dvc
pytorch-lightning
streamlit
wandb
weights-and-biases
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Updated
Jun 5, 2021 - Python
declarative and reproducible Jupyter environments - powered by Nix
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Updated
Oct 12, 2021 - Jupyter Notebook
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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Updated
Oct 5, 2021 - JavaScript
RNA-seq workflow using STAR and DESeq2
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Updated
Sep 7, 2021 - Python
Tool for encapsulating, running, and reproducing data science projects
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Updated
Sep 27, 2021 - Python
The Renku Project provides a platform and tools for reproducible and collaborative data analysis.
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Updated
Oct 18, 2021 - Scala
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Bug Report
Got error message on an empty directory, shouldn't it show nothing? like ls command.
Description
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