Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "reproducible-research" keyword

Top 1.5% on pypi.org
itk-filtering 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
38 versions - Latest release: over 1 year ago - 9 dependent packages - 73 dependent repositories - 50.5 thousand downloads last month - 1,336 stars on GitHub - 5 maintainers
Top 1.1% on pypi.org
itk 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
50 versions - Latest release: over 1 year ago - 70 dependent packages - 220 dependent repositories - 45.5 thousand downloads last month - 1,336 stars on GitHub - 5 maintainers
itk-gpusmoothing 0.2.0 💰
Common smoothing filters accelerated with OpenCL.
1 version - Latest release: over 4 years ago - 1 dependent repositories - 31 downloads last month - 1,336 stars on GitHub - 2 maintainers
itk-gpufinitedifference 0.2.0 💰
Base classes for ITK finite difference filters accelerated with OpenCL.
1 version - Latest release: over 4 years ago - 1 dependent repositories - 36 downloads last month - 1,336 stars on GitHub - 2 maintainers
Top 1.9% on pypi.org
itk-registration 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
43 versions - Latest release: over 1 year ago - 3 dependent packages - 51 dependent repositories - 44.6 thousand downloads last month - 1,336 stars on GitHub - 8 maintainers
Top 1.9% on pypi.org
itk-segmentation 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
49 versions - Latest release: over 1 year ago - 2 dependent packages - 51 dependent repositories - 43.9 thousand downloads last month - 1,336 stars on GitHub - 5 maintainers
Top 1.5% on pypi.org
itk-io 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
49 versions - Latest release: over 1 year ago - 13 dependent packages - 58 dependent repositories - 46.2 thousand downloads last month - 1,336 stars on GitHub - 4 maintainers
itk-gpucommon 0.2.0 💰
Core classes for ITK filters accelerated with OpenCL.
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 70 downloads last month - 1,336 stars on GitHub - 2 maintainers
itk-gpuimagefilterbase 0.2.0 💰
Base classes for ITK image filters accelerated with OpenCL.
1 version - Latest release: over 4 years ago - 1 dependent repositories - 38 downloads last month - 1,336 stars on GitHub - 2 maintainers
Top 1.6% on pypi.org
itk-numerics 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
32 versions - Latest release: over 1 year ago - 4 dependent packages - 71 dependent repositories - 49.7 thousand downloads last month - 1,336 stars on GitHub - 5 maintainers
Top 1.4% on pypi.org
itk-core 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
41 versions - Latest release: over 1 year ago - 8 dependent packages - 78 dependent repositories - 52.4 thousand downloads last month - 1,336 stars on GitHub - 5 maintainers
Top 8.4% on pypi.org
drugbank-downloader 0.1.1 💰
Write scripts that can get drugbank data without redistributing it
5 versions - Latest release: over 2 years ago - 1 dependent package - 4 dependent repositories - 1.31 thousand downloads last month - 30 stars on GitHub - 2 maintainers
Top 5.4% on pypi.org
pystow 0.5.4 💰
Easily pick a place to store data for your python package.
53 versions - Latest release: about 1 month ago - 39 dependent packages - 100 dependent repositories - 32.6 thousand downloads last month - 31 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
npf 1.0.57
NPF
53 versions - Latest release: about 1 month ago - 2 dependent repositories - 377 downloads last month - 37 stars on GitHub - 1 maintainer
iga 1.2.2
The InvenioRDM GitHub Archiver (IGA) automatically archives GitHub releases in an InvenioRDM repo...
22 versions - Latest release: 6 months ago - 1 dependent repositories - 166 downloads last month - 4 stars on GitHub - 2 maintainers
metaflow-stubs 2.11.15
Metaflow Stubs: Stubs for the metaflow package
14 versions - Latest release: 3 days ago - 9.83 thousand downloads last month - 7,539 stars on GitHub - 2 maintainers
Top 1.0% on pypi.org
metaflow 2.11.15
Metaflow: More Data Science, Less Engineering
121 versions - Latest release: 3 days ago - 16 dependent packages - 106 dependent repositories - 526 thousand downloads last month - 7,539 stars on GitHub - 2 maintainers
ob-metaflow 2.9.4
Metaflow: More Data Science, Less Engineering
61 versions - Latest release: 11 months ago - 2 dependent packages - 7.28 thousand downloads last month - 7,539 stars on GitHub - 2 maintainers
Top 2.5% on pypi.org
itkwidgets 0.32.6
Interactive Jupyter widgets to visualize images, point sets, and meshes in 2D and 3D
121 versions - Latest release: about 1 year ago - 9 dependent packages - 82 dependent repositories - 12.6 thousand downloads last month - 571 stars on GitHub - 3 maintainers
Top 9.6% on pypi.org
genepattern-notebook 23.1.0
GenePattern Notebook extension for JupyterLab
64 versions - Latest release: over 1 year ago - 1 dependent package - 4 dependent repositories - 492 downloads last month - 44 stars on GitHub - 2 maintainers
Top 6.1% on pypi.org
pythae 0.1.2
Unifying Generative Autoencoders in Python
12 versions - Latest release: 8 months ago - 4 dependent repositories - 564 downloads last month - 1,634 stars on GitHub - 1 maintainer
scalarstop 6.0.0
A framework for managing machine learning experiments.
13 versions - Latest release: about 2 years ago - 1 dependent repositories - 113 downloads last month - 2 stars on GitHub - 2 maintainers
hdmf-ai 0.2.0
A schema and API for storing the results from AI/ML workflows
1 version - Latest release: about 1 month ago - 149 downloads last month - 1 stars on GitHub - 2 maintainers
uvvispy 0.1.1
Package for handling optical absorption data.
4 versions - Latest release: almost 3 years ago - 1 dependent repositories - 43 downloads last month - 2 stars on GitHub - 2 maintainers
Top 1.4% on pypi.org
sacred 0.8.5
Facilitates automated and reproducible experimental research
29 versions - Latest release: 6 months ago - 15 dependent packages - 599 dependent repositories - 26.9 thousand downloads last month - 4,158 stars on GitHub - 1 maintainer
sorcerun 0.4.0
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
26 versions - Latest release: 4 days ago - 201 downloads last month - 4,158 stars on GitHub - 2 maintainers
kk-sacred 0.8.5
Facilitates automated and reproducible experimental research
2 versions - Latest release: 6 months ago - 1 dependent repositories - 63 downloads last month - 4,122 stars on GitHub - 2 maintainers
labinform 0.1.0.dev11
Framework for reproducible research.
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 7 downloads last month - 1 stars on GitHub - 2 maintainers
gtnet 0.1.0
A package for running Genome Taxonomy Network predictions
8 versions - Latest release: 2 months ago - 1 dependent repositories - 81 downloads last month - 1 stars on GitHub - 4 maintainers
hdmf-ml 0.0.1
A package for using the HDMF-ML schema
1 version - Latest release: over 1 year ago - 20 downloads last month - 1 stars on GitHub - 1 maintainer
pydoit-nb 0.3.4
Library to support combining jupyter notebooks and pydoit.
7 versions - Latest release: about 1 month ago - 171 downloads last month - 0 stars on GitHub - 2 maintainers
nbreproduce 0.4.1
Reproduce Jupyter Notebooks inside Docker Containers.
5 versions - Latest release: over 3 years ago - 1 dependent repositories - 40 downloads last month - 10 stars on GitHub - 2 maintainers
steppy 0.1.16
A lightweight, open-source, Python library for fast and reproducible experimentation
16 versions - Latest release: over 5 years ago - 17 dependent repositories - 77 downloads last month - 134 stars on GitHub - 2 maintainers
plaited 0.0.1
Publish reproducible code notebooks using pandoc and jupyter kernels
1 version - Latest release: about 1 year ago - 7 downloads last month - 2 stars on GitHub - 2 maintainers
testipynb 0.0.2
testipynb
2 versions - Latest release: over 5 years ago - 1 dependent package - 6 dependent repositories - 18 downloads last month - 41 stars on GitHub - 2 maintainers
moai-hydra-searchpath-plugin 1.0.0
moai Hydra SearchPath plugin
1 version - Latest release: about 2 years ago - 1 dependent repositories - 7 downloads last month - 50 stars on GitHub - 6 maintainers
reana 0.6.1
REANA - Reusable Analyses
4 versions - Latest release: almost 4 years ago - 1 dependent repositories - 25 downloads last month - 120 stars on GitHub - 2 maintainers
torchbooster 0.0.4
A simple and yet practical pytorch booster library to help with bootstraping and reproducing rese...
4 versions - Latest release: almost 2 years ago - 1 dependent repositories - 21 downloads last month - 2 maintainers
hydra-moai-searchpath-plugin 1.0.1
moai Hydra SearchPath plugin
1 version - Latest release: about 2 years ago - 1 dependent repositories - 15 downloads last month - 50 stars on GitHub - 1 maintainer
Top 2.7% on pypi.org
pynwb 2.7.0
Package for working with Neurodata stored in the NWB format.
39 versions - Latest release: 9 days ago - 51 dependent packages - 150 dependent repositories - 68.7 thousand downloads last month - 168 stars on GitHub - 5 maintainers
exprec 0.1.1
Exprec records your experiments so you can compare different runs and easily reproduce results.
2 versions - Latest release: over 5 years ago - 1 dependent repositories - 5 downloads last month - 12 stars on GitHub - 1 maintainer
scikick 0.2.1
Utility for executing collecitons of computational notebooks
5 versions - Latest release: about 1 year ago - 1 dependent repositories - 48 downloads last month - 7 stars on GitHub - 4 maintainers
codebraid 0.11.0 💰
Live code in Pandoc Markdown
14 versions - Latest release: 7 months ago - 1 dependent repositories - 322 downloads last month - 362 stars on GitHub - 2 maintainers
Top 9.7% on pypi.org
umls-downloader 0.1.3 💰
Automate downloading UMLS data.
7 versions - Latest release: about 1 month ago - 2 dependent packages - 3 dependent repositories - 4.3 thousand downloads last month - 26 stars on GitHub - 2 maintainers
renv 0.3.1
The renv package is a CLI tool for creating environments for the R statistical programming langua...
2 versions - Latest release: about 5 years ago - 2 dependent repositories - 60 downloads last month - 17 stars on GitHub - 4 maintainers
gitcrawl 0.1.3
A small package for creating os-agnostic conda environment.yml files
4 versions - Latest release: over 3 years ago - 1 dependent repositories - 14 downloads last month - 1 stars on GitHub - 2 maintainers
Top 9.0% on pypi.org
freemusicarchive 0.0.0 💰
Free Music Archive
1 version - Latest release: 9 months ago - 1 dependent repositories - 2,077 stars on GitHub - 2 maintainers
tugboat-cli 0.0.6
Generate and interact with a Docker image created from a local directory.
1 version - Latest release: 6 months ago - 10 downloads last month - 0 stars on GitHub - 2 maintainers
ipdframework 0.1
Library for the iterated evolutionary tournaments between memory-based agents
1 version - Latest release: over 4 years ago - 1 dependent repositories - 11 downloads last month - 6 stars on GitHub - 2 maintainers
py-session 0.1.1
Print session information
2 versions - Latest release: almost 6 years ago - 3 dependent repositories - 59 downloads last month - 3 stars on GitHub - 2 maintainers
workflowhub 0.4
Community Framework for Enabling Scientific Workflow Research and Education
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 16 downloads last month - 28 stars on GitHub - 1 maintainer
hdmf-docutils 0.4.7
Collection of CLIs, scripts and modules useful to generate the NWB documentation
8 versions - Latest release: about 1 month ago - 4 dependent packages - 7 dependent repositories - 27 thousand downloads last month - 0 stars on GitHub - 10 maintainers
efficient-rl 1.0.1
Reimplementation of Diuks "object-oriented representation for efficient RL".
2 versions - Latest release: about 4 years ago - 1 dependent repositories - 15 downloads last month - 13 stars on GitHub - 2 maintainers
fitpy 0.1.1
Framework for fitting models to (spectroscopic) data.
3 versions - Latest release: 4 months ago - 1 dependent repositories - 28 downloads last month - 2 stars on GitHub - 1 maintainer
steppy-toolkit 0.1.14
Set of tools to make your work with steppy faster and more effective.
14 versions - Latest release: over 5 years ago - 13 dependent repositories - 100 downloads last month - 22 stars on GitHub - 2 maintainers
stancache 0.1.64
Filecache for stan models
7 versions - Latest release: over 5 years ago - 1 dependent repositories - 19 downloads last month - 1 stars on GitHub - 4 maintainers
enos 7.1.1
Experimental eNvironment for OpenStack
45 versions - Latest release: about 2 years ago - 1 dependent repositories - 310 downloads last month - 30 stars on GitHub - 6 maintainers
unmap 0.1.2
Unmap data from pseudocolor images.
7 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 306 downloads last month - 17 stars on GitHub - 4 maintainers
colrev 0.12.2
CoLRev: An open-source environment for collaborative reviews
20 versions - Latest release: 12 days ago - 1 dependent package - 1 dependent repositories - 311 downloads last month - 19 stars on GitHub - 4 maintainers
trepr 0.2.0
Package for handling tr-EPR data.
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 40 downloads last month - 0 stars on GitHub - 2 maintainers
wrench-api 0.1
A Python API for the WRENCH simulation framework
1 version - Latest release: over 2 years ago - 1 dependent repositories - 9 downloads last month - 1 stars on GitHub - 2 maintainers
resolos 0.5.0
Reproducible research made easy
6 versions - Latest release: 8 months ago - 1 dependent repositories - 16 downloads last month - 3 stars on GitHub - 2 maintainers
Top 8.4% on pypi.org
panoptes-ui 0.2.3
panoptes: monitor computational workflows in real time
5 versions - Latest release: 9 months ago - 1 dependent package - 2 dependent repositories - 194 downloads last month - 60 stars on GitHub - 4 maintainers
Top 2.2% on pypi.org
torch-fidelity 0.3.0
High-fidelity performance metrics for generative models in PyTorch
3 versions - Latest release: almost 3 years ago - 6 dependent packages - 773 dependent repositories - 282 thousand downloads last month - 870 stars on GitHub - 2 maintainers
Top 8.1% on pypi.org
stencila 2.0.0a23
Python SDK for Stencila
10 versions - Latest release: 6 months ago - 1 dependent repositories - 68 downloads last month - 764 stars on GitHub - 1 maintainer
pandoc-purl 1.0.0
Dynamic document generation for Pandoc in Python
4 versions - Latest release: 8 months ago - 28 downloads last month - 2 stars on GitHub - 1 maintainer
awflow 0.1.0
Reusable acyclic workflows in Python. Execute code on HPC systems as if you executed them on your...
5 versions - Latest release: over 2 years ago - 1 dependent repositories - 52 downloads last month - 18 stars on GitHub - 2 maintainers
warfit-learn 0.2.1
A toolkit for reproducible research in warfarin dose estimation
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 47 downloads last month - 10 stars on GitHub - 2 maintainers
cwepr 0.5.1
Package for handling cw-EPR data.
10 versions - Latest release: 3 months ago - 1 dependent repositories - 84 downloads last month - 1 stars on GitHub - 4 maintainers
Top 7.2% on pypi.org
sionna 0.17.0
Sionna -- A TensorFlow-based open-source library for simulating the physical layer of wireless co...
17 versions - Latest release: 16 days ago - 2 dependent packages - 1 dependent repositories - 4.41 thousand downloads last month - 542 stars on GitHub - 2 maintainers
aspecd 0.9.2
Framework for handling spectroscopic data.
24 versions - Latest release: about 2 months ago - 1 dependent package - 4 dependent repositories - 261 downloads last month - 6 stars on GitHub - 1 maintainer
poetry-jupyter-plugin 0.1.4
Poetry plugin to manage Jupyter kernels
4 versions - Latest release: 10 months ago - 52 downloads last month - 4 stars on GitHub - 1 maintainer
doit-interface 0.1.10
A functional interface for creating doit tasks
11 versions - Latest release: over 1 year ago - 3 dependent repositories - 26 downloads last month - 0 stars on GitHub - 2 maintainers
Top 6.0% on pypi.org
pweave 0.30.3
Scientific reports with embedded python computations with reST, LaTeX or markdown
24 versions - Latest release: almost 6 years ago - 12 dependent repositories - 1.75 thousand downloads last month - 434 stars on GitHub - 2 maintainers
torch-reproducible-block 0.0.1
Control random number generator state via reproducible blocks
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 6 downloads last month - 0 stars on GitHub - 2 maintainers
nwb-docutils 0.3.1
Collection of CLIs, scripts and modules useful to generate the NWB documentation
5 versions - Latest release: almost 5 years ago - 1 dependent package - 1 dependent repositories - 67 downloads last month - 0 stars on GitHub - 8 maintainers
buildpy 9.4.0
Make in Python
64 versions - Latest release: over 3 years ago - 1 dependent repositories - 215 downloads last month - 0 stars on GitHub - 1 maintainer
buffalo-lab-data-to-nwb 0.post0.dev137
A package for converting Buffalo Lab data to the NWB standard
1 version - Latest release: over 4 years ago - 9 downloads last month - 2 stars on GitHub - 2 maintainers
wfcommons 1.0
A Framework for Enabling Scientific Workflow Research and Education
5 versions - Latest release: about 2 months ago - 1 dependent package - 2 dependent repositories - 25 downloads last month - 28 stars on GitHub - 2 maintainers
scitrack 2021.5.3
SciTrack provides basic logging capabilities to track scientific computations.
12 versions - Latest release: almost 3 years ago - 1 dependent package - 10 dependent repositories - 4.47 thousand downloads last month - 3 stars on GitHub - 2 maintainers
pycite 0.1.3
Python Citations Generator
4 versions - Latest release: over 2 years ago - 1 dependent repositories - 42 downloads last month - 1 stars on GitHub - 2 maintainers
dmipy 1.0.5
dmipy: diffusion microstructure imaging in python
4 versions - Latest release: over 3 years ago - 3 dependent repositories - 78 downloads last month - 92 stars on GitHub - 4 maintainers
fileflow 0.3
File processing pipelines without boilerplate
3 versions - Latest release: almost 5 years ago - 1 dependent repositories - 12 downloads last month - 0 stars on GitHub - 2 maintainers
Top 8.4% on pypi.org
repro 0.1.6
An open-source library for reproducing results from research papers
10 versions - Latest release: almost 2 years ago - 1 dependent package - 3 dependent repositories - 2.76 thousand downloads last month - 40 stars on GitHub - 2 maintainers
snakemake-staging 0.0.2
A workflow for reproducible and open scientific articles
2 versions - Latest release: 11 months ago - 10 downloads last month - 531 stars on GitHub - 2 maintainers
Top 7.2% on pypi.org
showyourwork 0.4.3
A workflow for open-source scientific articles
29 versions - Latest release: 9 months ago - 3 dependent repositories - 410 downloads last month - 531 stars on GitHub - 2 maintainers
recipy 0.3.0
A frictionless provenance framework for Python
8 versions - Latest release: over 7 years ago - 3 dependent repositories - 22 downloads last month - 437 stars on GitHub - 2 maintainers
Top 5.3% on pypi.org
pytask 0.4.7
In its highest aspirations, pytask tries to be pytest as a build system.
40 versions - Latest release: about 2 months ago - 8 dependent packages - 4 dependent repositories - 865 downloads last month - 101 stars on GitHub - 2 maintainers
Top 6.2% on pypi.org
neurodocker 0.9.4
A generic generator of Dockerfiles and Singularity recipes
14 versions - Latest release: over 1 year ago - 1 dependent package - 4 dependent repositories - 293 downloads last month - 319 stars on GitHub - 4 maintainers
larq-zoo 2.3.2
Reference implementations of popular Binarized Neural Networks
30 versions - Latest release: 10 months ago - 1 dependent package - 1 dependent repositories - 335 downloads last month - 102 stars on GitHub - 2 maintainers
reprounzip-qt 1.2.1
Graphical user interface for reprounzip, using Qt
12 versions - Latest release: over 1 year ago - 1 dependent repositories - 76 downloads last month - 295 stars on GitHub - 4 maintainers
stencila_plugin 2.0.0a29
Library for building Stencila Plugins
5 versions - Latest release: about 2 months ago - 459 downloads last month - 764 stars on GitHub - 2 maintainers
stencila_types 2.0.0a28
Python types for Stencila
3 versions - Latest release: about 2 months ago - 379 downloads last month - 764 stars on GitHub - 2 maintainers
reprozip-jupyter 1.0.14
Jupyter Notebook tracing/reproduction using ReproZip
8 versions - Latest release: almost 6 years ago - 1 dependent repositories - 51 downloads last month - 295 stars on GitHub - 4 maintainers
Top 6.5% on pypi.org
reprounzip 1.2.1
Linux tool enabling reproducible experiments (unpacker)
32 versions - Latest release: over 1 year ago - 5 dependent packages - 10 dependent repositories - 235 downloads last month - 295 stars on GitHub - 4 maintainers
ombt-orchestrator 1.1.1
Oslo messaging benchmarking orchestrator
6 versions - Latest release: almost 6 years ago - 1 dependent repositories - 68 downloads last month - 3 stars on GitHub - 2 maintainers
Top 7.3% on pypi.org
reprozip 1.0.16
Linux tool enabling reproducible experiments (packer)
35 versions - Latest release: over 5 years ago - 7 dependent repositories - 379 downloads last month - 295 stars on GitHub - 4 maintainers
reprounzip-vistrails 1.0.16
Integrates the ReproZip unpacker with the VisTrails workflow management system
12 versions - Latest release: over 5 years ago - 1 dependent package - 4 dependent repositories - 93 downloads last month - 295 stars on GitHub - 4 maintainers
Top 8.7% on pypi.org
reprounzip-docker 1.0.16
Allows the ReproZip unpacker to create Docker containers
25 versions - Latest release: over 5 years ago - 1 dependent package - 7 dependent repositories - 349 downloads last month - 295 stars on GitHub - 4 maintainers
Top 9.7% on pypi.org
reprounzip-vagrant 1.0.13
Allows the ReproZip unpacker to create virtual machines
25 versions - Latest release: almost 6 years ago - 1 dependent package - 4 dependent repositories - 139 downloads last month - 295 stars on GitHub - 4 maintainers
Related Keywords
python 54 reproducibility 29 reproducible-science 26 open-source 24 open-science 21 scientific-computing 20 hacktoberfest 18 machine-learning 16 docker 13 science 12 image-analysis 12 insight-toolkit 12 itk 12 numfocus 11 medical-imaging 11 cpp 11 InsightToolkit 11 ITK 11 deep-learning 10 vagrant 9 linux 9 reprounzip 8 nyu 8 open-data 8 archiving 8 reprozip 8 provenance 8 pytorch 8 reproducible research 8 jupyter 8 imaging 8 segmentation 7 registration 7 cross-platform 7 image 7 vida 7 computational-science 7 ptrace 7 data-format 7 data-science 7 python3 6 workflow 6 reproducible 6 neuroscience 6 scientific-workflows 6 r 5 kubernetes 5 hpc 5 data processing and analysis 5 reproducible science 5 good scientific practice 5 recipe-driven data analysis 5 data-analysis 5 vae 4 vae-pytorch 4 research 4 artificial-intelligence 4 spectroscopy 4 nwb 4 neural-network 4 programmable 3 distributed-systems 3 object-pose-estimation 3 mdk 3 scheduling-simulator 3 hydra 3 human-pose-estimation 3 experimentation 3 keras 3 depth-estimation 3 simulation 3 workflow-management-system 3 workflow-simulator 3 data-driven 3 convolutional-neural-networks 3 computer-vision 3 cnn 3 pandoc-filter 3 HDF 3 HDF5 3 data-processing 3 notebook 3 infrastructure 3 mongodb 3 pandoc 3 pipeline 3 nlp 3 electron-paramagnetic-resonance 3 model-management 3 mlops 3 ml-platform 3 ml 3 high-performance-computing 3 documents 3 SDK 3 document 3 executable 3 reactive 3 interactive 3 gcp 3