Ecosyste.ms: Packages

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

pypi.org "science" keyword

Top 6.3% on pypi.org
great-expectations-experimental 0.1.20240513031
Always know what to expect from your data.
502 versions - Latest release: 8 days ago - 1 dependent package - 1 dependent repositories - 255 thousand downloads last month - 9,129 stars on GitHub - 4 maintainers
Top 1.8% on pypi.org
cwltool 3.1.20240404144621 💰
Common workflow language reference implementation
428 versions - Latest release: about 1 month ago - 20 dependent packages - 203 dependent repositories - 130 thousand downloads last month - 321 stars on GitHub - 4 maintainers
Top 0.7% on pypi.org
pymatgen 2024.5.1
Python Materials Genomics is a robust materials analysis code that defines core object representa...
379 versions - Latest release: 20 days ago - 198 dependent packages - 458 dependent repositories - 526 thousand downloads last month - 1,364 stars on GitHub - 3 maintainers
Top 3.1% on pypi.org
opentrons 7.2.2
The Opentrons API is a simple framework designed to make writing automated biology lab protocols ...
274 versions - Latest release: about 1 month ago - 3 dependent packages - 29 dependent repositories - 5.97 thousand downloads last month - 384 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
great-expectations 0.18.13
Always know what to expect from your data.
265 versions - Latest release: 22 days ago - 58 dependent packages - 284 dependent repositories - 19.9 million downloads last month - 9,420 stars on GitHub - 8 maintainers
hwrt 0.2.1 💰
Handwriting Recognition Tools
225 versions - Latest release: almost 4 years ago - 4 dependent repositories - 624 downloads last month - 69 stars on GitHub - 1 maintainer
Top 5.3% on pypi.org
aistac-foundation 2.17.5
Augmented Intent Single Task Adaptive Components
222 versions - Latest release: 12 months ago - 2 dependent packages - 4 dependent repositories - 2.34 thousand downloads last month - 1 maintainer
octue 0.54.0
A package providing template applications for data services, and a python SDK to the Octue API.
215 versions - Latest release: 29 days ago - 1 dependent package - 9 dependent repositories - 1.8 thousand downloads last month - 8 stars on GitHub - 2 maintainers
Top 1.5% on pypi.org
pypika 0.48.9
A SQL query builder API for Python
214 versions - Latest release: about 2 years ago - 33 dependent packages - 795 dependent repositories - 2.95 million downloads last month - 2,252 stars on GitHub - 2 maintainers
Top 4.2% on pypi.org
opentrons-shared-data 7.2.2
A bundle of data and python binding that supports the Opentrons API. Does not need to be installe...
212 versions - Latest release: about 1 month ago - 2 dependent packages - 8 dependent repositories - 5.64 thousand downloads last month - 384 stars on GitHub - 1 maintainer
geodesic-api 0.47.1
Python API for the Geodesic Datascience Platform
188 versions - Latest release: 22 days ago - 2 dependent packages - 1 dependent repositories - 1.51 thousand downloads last month - 4 maintainers
lavue 2.86.0
Live image viewer application for photon science detectors.
180 versions - Latest release: 5 days ago - 1 dependent repositories - 2 thousand downloads last month - 8 stars on GitHub - 1 maintainer
Top 6.3% on pypi.org
tomtoolkit 2.18.4
TOM Toolkit and base modules
160 versions - Latest release: 15 days ago - 8 dependent packages - 24 dependent repositories - 3.12 thousand downloads last month - 21 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
sunpy 5.1.3 💰
SunPy core package: Python for Solar Physics
159 versions - Latest release: 10 days ago - 34 dependent packages - 95 dependent repositories - 31.4 thousand downloads last month - 884 stars on GitHub - 4 maintainers
phdu 2.3.9
Automatically store/load data in a tidy, efficient way. Includes functions for data visualization...
153 versions - Latest release: 13 days ago - 807 downloads last month - 0 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
text2text 1.4.4
Text2Text: Crosslingual NLP/G toolkit
142 versions - Latest release: 3 months ago - 4 dependent repositories - 984 downloads last month - 272 stars on GitHub - 1 maintainer
Top 0.3% on pypi.org
astropy 6.1.0 💰
Astronomy and astrophysics core library
141 versions - Latest release: 17 days ago - 1,344 dependent packages - 11,150 dependent repositories - 932 thousand downloads last month - 4,201 stars on GitHub - 1 maintainer
kflow 1.0.143
KLog.co package for ETLs
141 versions - Latest release: 7 days ago - 1.36 thousand downloads last month - 1 maintainer
light-curve-python 0.9.1
An alias to light-curve package
123 versions - Latest release: 29 days ago - 1 dependent package - 7 dependent repositories - 2.3 thousand downloads last month - 17 stars on GitHub - 1 maintainer
Top 6.0% on pypi.org
singularity 3.0.0
command line tools for visualization and analysis of singularity containers.
121 versions - Latest release: almost 5 years ago - 2 dependent packages - 29 dependent repositories - 1.65 thousand downloads last month - 39 stars on GitHub - 1 maintainer
Top 0.6% on pypi.org
spyder 5.5.4 💰
The Scientific Python Development Environment
119 versions - Latest release: about 1 month ago - 30 dependent packages - 5,899 dependent repositories - 90.4 thousand downloads last month - 8,023 stars on GitHub - 3 maintainers
Top 2.0% on pypi.org
psychopy 2024.1.4
PsychoPy provides easy, precise, flexible experiments in behavioural sciences
112 versions - Latest release: 22 days ago - 15 dependent packages - 63 dependent repositories - 7 thousand downloads last month - 1,601 stars on GitHub - 2 maintainers
phoebe 2.4.13
PHOEBE: modeling and analysis of eclipsing binary stars
111 versions - Latest release: about 2 months ago - 1 dependent repositories - 1 thousand downloads last month - 70 stars on GitHub - 2 maintainers
Top 7.0% on pypi.org
cf-python 3.16.2
A CF-compliant earth science data analysis library
110 versions - Latest release: 25 days ago - 1 dependent package - 9 dependent repositories - 570 downloads last month - 82 stars on GitHub - 2 maintainers
spinmob 3.5.19
Data handling, plotting, analysis, and GUI building for scientific labs
102 versions - Latest release: 9 months ago - 1 dependent package - 1 dependent repositories - 491 downloads last month - 36 stars on GitHub - 1 maintainer
spectrafit 1.0.0
Fast fitting of 2D- and 3D-Spectra with established routines
97 versions - Latest release: 8 months ago - 1 dependent repositories - 1.12 thousand downloads last month - 20 stars on GitHub - 1 maintainer
mot 0.11.4
Multi-threaded Optimization Toolbox
95 versions - Latest release: over 1 year ago - 1 dependent package - 2 dependent repositories - 881 downloads last month - 29 stars on GitHub - 1 maintainer
eclipsingbinaries 4.1.3
"Binary Star Package for Ball State University's Astronomy Research Group"
94 versions - Latest release: 24 days ago - 672 downloads last month - 6 stars on GitHub - 1 maintainer
discovery-core 0.10.9
Augmented Intent Single Task Adaptive Components
90 versions - Latest release: about 2 months ago - 1 dependent package - 557 downloads last month - 1 maintainer
Top 7.0% on pypi.org
dallinger 10.1.1
Laboratory automation for the behavioral and social sciences
86 versions - Latest release: 13 days ago - 1 dependent package - 8 dependent repositories - 3.79 thousand downloads last month - 116 stars on GitHub - 3 maintainers
st4sd-runtime-core 2.1.2
A tool for creating and deploying computational experiments
86 versions - Latest release: 4 months ago - 1 dependent repositories - 2.99 thousand downloads last month - 8 stars on GitHub - 3 maintainers
Top 6.6% on pypi.org
commonmeta-py 0.17.3 💰
Library for conversions to/from the Commonmeta scholarly metadata format
82 versions - Latest release: 30 days ago - 2 dependent packages - 2 dependent repositories - 5.47 thousand downloads last month - 14 stars on GitHub - 1 maintainer
Top 1.4% on pypi.org
netcdf4 1.6.5
Provides an object-oriented python interface to the netCDF version 4 library
81 versions - Latest release: 7 months ago - 422 dependent packages - 1,377 dependent repositories - 2.47 million downloads last month - 724 stars on GitHub - 2 maintainers
Top 7.4% on pypi.org
ztfquery 1.27.1
Python package to access ZTF data
80 versions - Latest release: 3 months ago - 6 dependent packages - 10 dependent repositories - 806 downloads last month - 32 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
elastic 5.1.0
Extension for ASE to calculate elastic constants
80 versions - Latest release: almost 6 years ago - 1 dependent package - 10 dependent repositories - 1.1 thousand downloads last month - 29 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
cpycppyy 1.12.16
Cling-based Python-C++ bindings for CPython
78 versions - Latest release: 6 months ago - 6 dependent repositories - 13.8 thousand downloads last month - 370 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
pyhdust 1.5.12
Analysis tools for multi-technique astronomical data and hdust models
77 versions - Latest release: about 1 month ago - 4 dependent repositories - 416 downloads last month - 9 stars on GitHub - 1 maintainer
lorax 0.94.86
lorax -- speaks for the (phylogenetic) trees.
76 versions - Latest release: over 5 years ago - 1 dependent repositories - 501 downloads last month - 1 stars on GitHub - 2 maintainers
pyexperiment 0.8.11
Run experiments with Python - quick and clean.
73 versions - Latest release: over 7 years ago - 2 dependent repositories - 154 downloads last month - 182 stars on GitHub - 1 maintainer
Top 2.3% on pypi.org
cppyy 3.1.2
Cling-based Python-C++ bindings
71 versions - Latest release: 6 months ago - 12 dependent packages - 28 dependent repositories - 15.1 thousand downloads last month - 370 stars on GitHub - 1 maintainer
Top 7.1% on pypi.org
beep 2020.9.29
beep is a python package supporting Battery Estimation and Early Prediction of battery cycle life.
70 versions - Latest release: over 3 years ago - 5 dependent repositories - 938 downloads last month - 109 stars on GitHub - 5 maintainers
cortix 1.1.38
Cortix is a Python library for network dynamics modeling and HPC simulation.
67 versions - Latest release: about 1 month ago - 3 dependent repositories - 742 downloads last month - 11 stars on GitHub - 2 maintainers
planetmapper 1.10.1
PlanetMapper: A Python package for visualising, navigating and mapping Solar System observations
66 versions - Latest release: 13 days ago - 1 dependent repositories - 428 downloads last month - 8 stars on GitHub - 1 maintainer
django-ocs-observation-portal 4.8.4
The Observatory Control System (OCS) Observation Portal django apps
65 versions - Latest release: 3 months ago - 1 dependent repositories - 577 downloads last month - 14 stars on GitHub - 1 maintainer
hisparc-sapphire 3.0.0
A framework for the HiSPARC experiment
65 versions - Latest release: 12 days ago - 4 dependent repositories - 150 downloads last month - 7 stars on GitHub - 4 maintainers
Top 3.5% on pypi.org
cppyy-backend 1.15.2
C/C++ wrapper for Cling
64 versions - Latest release: 6 months ago - 1 dependent package - 11 dependent repositories - 24.7 thousand downloads last month - 370 stars on GitHub - 1 maintainer
scikit-validate 0.4.4
Science validation toolkit
62 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 567 downloads last month - 2 stars on GitHub - 1 maintainer
pioreactor 24.5.13
The core Python app of the Pioreactor. Control your bioreactor through Python.
61 versions - Latest release: 8 days ago - 1 dependent repositories - 341 downloads last month - 87 stars on GitHub - 1 maintainer
Top 4.0% on pypi.org
cartoframes 1.2.5
CARTO Python package for data scientists
60 versions - Latest release: about 1 year ago - 21 dependent repositories - 100 thousand downloads last month - 248 stars on GitHub - 3 maintainers
scitbx 0.0.60
draw and basic calculations/conversions
60 versions - Latest release: 5 days ago - 1 dependent repositories - 838 downloads last month - 1 stars on GitHub - 1 maintainer
Top 1.6% on pypi.org
galaxy-tool-util 24.0.2
Galaxy tool and tool dependency utilities
60 versions - Latest release: 15 days ago - 16 dependent packages - 43 dependent repositories - 19.6 thousand downloads last month - 1,315 stars on GitHub - 3 maintainers
cptac 1.5.13
Python packaging for CPTAC data
59 versions - Latest release: 3 months ago - 1 dependent repositories - 673 downloads last month - 79 stars on GitHub - 2 maintainers
Top 0.2% on pypi.org
sympy 1.11.1 💰
Computer algebra system (CAS) in Python
55 versions - Latest release: over 1 year ago - 1,238 dependent packages - 17,212 dependent repositories - 21.4 million downloads last month - 12,466 stars on GitHub - 3 maintainers
unpackai 0.1.8
UnpackAI, the library
53 versions - Latest release: over 2 years ago - 1 dependent repositories - 419 downloads last month - 19 stars on GitHub - 2 maintainers
flyingcircus 0.1.1
Everything you always wanted to have in Python.*
52 versions - Latest release: about 4 years ago - 4 dependent packages - 16 dependent repositories - 6.81 thousand downloads last month - 4 stars on GitHub - 1 maintainer
Top 8.9% on pypi.org
scipion-pyworkflow 3.6.0
Simple workflow platform used in scientific applications, initially developed within the Scipion ...
52 versions - Latest release: 8 days ago - 14 dependent packages - 22 dependent repositories - 494 downloads last month - 4 stars on GitHub - 2 maintainers
Top 1.7% on pypi.org
mdanalysis 2.7.0
An object-oriented toolkit to analyze molecular dynamics trajectories.
49 versions - Latest release: 5 months ago - 34 dependent packages - 47 dependent repositories - 33.3 thousand downloads last month - 1,233 stars on GitHub - 4 maintainers
Top 1.1% on pypi.org
pint 0.21.1 💰
Physical quantities module
49 versions - Latest release: 12 months ago - 377 dependent packages - 949 dependent repositories - 1.29 million downloads last month - 2,266 stars on GitHub - 1 maintainer
zodipy 0.9.2
A Python package for zodiacal light simulations
49 versions - Latest release: about 1 month ago - 1 dependent repositories - 602 downloads last month - 11 stars on GitHub - 1 maintainer
Top 9.2% on pypi.org
cfdm 1.8.5
A Python reference implementation of the CF data model
49 versions - Latest release: almost 4 years ago - 4 dependent repositories - 294 downloads last month - 27 stars on GitHub - 2 maintainers
Top 9.9% on pypi.org
few 0.0.51
Feature Engineering Wrapper
48 versions - Latest release: over 5 years ago - 5 dependent repositories - 87 downloads last month - 50 stars on GitHub - 1 maintainer
Top 1.0% on pypi.org
jupyter-book 1.0.0 💰
Build a book with Jupyter Notebooks and Sphinx.
47 versions - Latest release: 4 months ago - 154 dependent packages - 2,454 dependent repositories - 87.3 thousand downloads last month - 3,712 stars on GitHub - 3 maintainers
Top 2.7% on pypi.org
brian2 2.6.0
A clock-driven simulator for spiking neural networks
46 versions - Latest release: 2 months ago - 10 dependent packages - 35 dependent repositories - 7.97 thousand downloads last month - 873 stars on GitHub - 2 maintainers
Top 6.0% on pypi.org
mdanalysistests 2.7.0
MDAnalysis testsuite
45 versions - Latest release: 5 months ago - 2 dependent repositories - 1.74 thousand downloads last month - 1,233 stars on GitHub - 4 maintainers
cylinter 0.0.45
CyLinter
45 versions - Latest release: about 1 year ago - 1 dependent repositories - 392 downloads last month - 20 stars on GitHub - 2 maintainers
dftfit 0.5.1
Ab-Initio Molecular Dynamics Potential Development
45 versions - Latest release: almost 5 years ago - 1 dependent repositories - 297 downloads last month - 26 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
pydap 3.4.1
An implementation of the Data Access Protocol.
44 versions - Latest release: about 1 year ago - 18 dependent packages - 57 dependent repositories - 76.3 thousand downloads last month - 131 stars on GitHub - 5 maintainers
Top 7.0% on pypi.org
dap 2.2.6
DAP (Data Access Protocol) client and server for Python.
44 versions - Latest release: over 16 years ago - 11 dependent repositories - 535 downloads last month - 1 maintainer
Top 1.9% on pypi.org
ruffus 2.8.4
Light-weight Python Computational Pipeline Management
44 versions - Latest release: about 4 years ago - 3 dependent packages - 79 dependent repositories - 4.2 thousand downloads last month - 171 stars on GitHub - 3 maintainers
Top 9.0% on pypi.org
wrighttools 3.5.2
Tools for loading, processing, and plotting multidimensional spectroscopy data.
44 versions - Latest release: 3 months ago - 1 dependent package - 2 dependent repositories - 659 downloads last month - 37,327 stars on GitHub - 5 maintainers
Top 5.2% on pypi.org
driverlessai 1.10.7
Python client for H2O Driverless AI.
44 versions - Latest release: 4 months ago - 1 dependent package - 3 dependent repositories - 17.5 thousand downloads last month - 1 maintainer
Top 3.1% on pypi.org
mendeleev 0.16.1
Pythonic periodic table of elements
43 versions - Latest release: 8 days ago - 45 dependent packages - 84 dependent repositories - 56.9 thousand downloads last month - 197 stars on GitHub - 1 maintainer
Top 3.8% on pypi.org
sdmx1 2.15.0
Statistical Data and Metadata eXchange (SDMX)
43 versions - Latest release: 23 days ago - 4 dependent packages - 8 dependent repositories - 10.1 thousand downloads last month - 23 stars on GitHub - 2 maintainers
scientific-plots 1.8.2
Useful methods for plots used in science
42 versions - Latest release: 4 months ago - 1 dependent package - 383 downloads last month - 1 maintainer
Top 6.6% on pypi.org
scipp 24.2.0
Multi-dimensional data arrays with labeled dimensions
42 versions - Latest release: 3 months ago - 12 dependent packages - 3 dependent repositories - 8.97 thousand downloads last month - 106 stars on GitHub - 3 maintainers
aiootp 0.22.1
aiootp - an asynchronous pseudo one-time pad based crypto and anonymity library.
42 versions - Latest release: over 1 year ago - 1 dependent repositories - 448 downloads last month - 11 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
poliastro 0.17.0 💰
Utilities and Python wrappers for Orbital Mechanics
42 versions - Latest release: almost 2 years ago - 5 dependent packages - 29 dependent repositories - 8.87 thousand downloads last month - 853 stars on GitHub - 2 maintainers
geomagpy 1.1.7
Geomagnetic analysis tools.
41 versions - Latest release: 6 months ago - 1 dependent repositories - 457 downloads last month - 1,107 stars on GitHub - 1 maintainer
gospl 0.3.2
A Python interface to perform Global Landscape Evolution Model
40 versions - Latest release: over 2 years ago - 1 dependent repositories - 152 downloads last month - 54 stars on GitHub - 1 maintainer
Top 7.8% on pypi.org
scikit-ued 2.1.15 💰
Collection of algorithms and functions for ultrafast electron scattering
40 versions - Latest release: 21 days ago - 1 dependent package - 3 dependent repositories - 766 downloads last month - 122 stars on GitHub - 1 maintainer
pandasdb 0.1.27
A library for doing data analytics on databases in python without loading the data into memory of...
40 versions - Latest release: almost 3 years ago - 1 dependent repositories - 279 downloads last month - 1 maintainer
Top 10.0% on pypi.org
shakenbreak 24.1.7
Package to generate and analyse distorted defect structures, in order to identify ground-state an...
39 versions - Latest release: over 1 year ago - 2 dependent packages - 1 dependent repositories - 1.48 thousand downloads last month - 65 stars on GitHub - 2 maintainers
Top 6.2% on pypi.org
mlprimitives 0.4.0
Pipelines and primitives for machine learning and data science.
39 versions - Latest release: 2 months ago - 3 dependent packages - 10 dependent repositories - 358 downloads last month - 69 stars on GitHub - 4 maintainers
Top 4.2% on pypi.org
pandasdmx 1.10.0
Statistical Data and Metadata eXchange (SDMX) for the Python data ecosystem
39 versions - Latest release: about 1 year ago - 3 dependent packages - 16 dependent repositories - 16.3 thousand downloads last month - 124 stars on GitHub - 1 maintainer
diofant 0.14.0
Computer algebra system (CAS) in Python
39 versions - Latest release: about 1 year ago - 1 dependent repositories - 219 downloads last month - 67 stars on GitHub - 1 maintainer
Top 6.3% on pypi.org
papis 0.11.1
Powerful and highly extensible command-line based document and bibliography manager
38 versions - Latest release: over 3 years ago - 6 dependent repositories - 651 downloads last month - 1,329 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
modelscope 1.14.0
ModelScope: bring the notion of Model-as-a-Service to life.
38 versions - Latest release: 27 days ago - 25 dependent packages - 14 dependent repositories - 108 thousand downloads last month - 6,146 stars on GitHub - 2 maintainers
Top 1.9% on pypi.org
silx 2.1.0
Software library for X-ray data analysis
38 versions - Latest release: about 1 month ago - 37 dependent packages - 71 dependent repositories - 35 thousand downloads last month - 118 stars on GitHub - 8 maintainers
Top 8.8% on pypi.org
seisbench 0.7.0
The seismological machine learning benchmark collection
37 versions - Latest release: 30 days ago - 1 dependent package - 3 dependent repositories - 1.26 thousand downloads last month - 230 stars on GitHub - 2 maintainers
Top 2.3% on pypi.org
lasio 0.25.1
Read/write well data from Log ASCII Standard (LAS) files
37 versions - Latest release: about 4 years ago - 13 dependent packages - 62 dependent repositories - 48 thousand downloads last month - 334 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
cplot 0.9.3 💰
Plot complex-valued functions
37 versions - Latest release: over 1 year ago - 3 dependent packages - 2 dependent repositories - 830 downloads last month - 143 stars on GitHub - 1 maintainer
jaws 0.9.3
Software to convert idiosyncratic ASCII formats to netCDF formats
36 versions - Latest release: almost 5 years ago - 3 dependent repositories - 222 downloads last month - 18 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
tskit 0.5.6
The tree sequence toolkit.
36 versions - Latest release: 7 months ago - 16 dependent packages - 54 dependent repositories - 7.75 thousand downloads last month - 144 stars on GitHub - 2 maintainers
Top 1.9% on pypi.org
galaxy-util 24.0.2
Galaxy generic utilities
36 versions - Latest release: 15 days ago - 23 dependent packages - 23 dependent repositories - 19.8 thousand downloads last month - 1,315 stars on GitHub - 3 maintainers
dustpy 1.0.5
Dust evolution in protoplanetary disks
36 versions - Latest release: 6 months ago - 1 dependent package - 2 dependent repositories - 185 downloads last month - 14 stars on GitHub - 1 maintainer
simframe 1.0.4
Framework for Scientific Simulations
36 versions - Latest release: 10 months ago - 2 dependent packages - 1 dependent repositories - 345 downloads last month - 11 stars on GitHub - 1 maintainer
qtplot 0.1.4
Data plotting and analysis tool
36 versions - Latest release: over 5 years ago - 1 dependent repositories - 152 downloads last month - 12 stars on GitHub - 1 maintainer
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 - 659 downloads last month - 295 stars on GitHub - 2 maintainers
curvit 1.7.2
light curves from UVIT data
35 versions - Latest release: about 1 month ago - 1 dependent repositories - 346 downloads last month - 15 stars on GitHub - 1 maintainer
Top 7.0% on pypi.org
megnet 1.3.2
MatErials Graph Networks for machine learning of molecules and crystals.
35 versions - Latest release: over 1 year ago - 2 dependent packages - 8 dependent repositories - 818 downloads last month - 482 stars on GitHub - 2 maintainers
Related Keywords
python 331 data 238 astronomy 97 physics 74 bioinformatics 74 machine-learning 70 learning 68 research 63 machine 62 chemistry 61 astrophysics 60 analysis 56 engineering 54 hacktoberfest 52 materials 46 data-science 46 math 45 climate 42 workflow 40 pipeline 37 meteorology 37 genomics 35 statistics 32 simulation 31 python3 31 oceanography 30 sequencing 30 dna 30 biology 29 neuroscience 28 visualization 28 ngs 27 scientific-computing 27 usegalaxy 26 space 26 workflow-engine 26 database 25 pandas 25 cosmology 24 data-analysis 23 seismology 23 spectroscopy 22 deep 22 Galaxy 21 mathematics 21 opendap 20 dods 20 dap 20 jupyter 20 automation 19 solar 19 numpy 19 molecular-dynamics 18 psychology 18 machine learning 18 deep-learning 18 workflows 18 structure 18 library 17 docker 17 netcdf 17 solar physics 17 plotting 17 data science 17 feature 16 science-research 16 materials-science 16 experiments 16 reproducibility 15 nlp 15 bibtex 15 exploration seismology 15 denoising 15 array seismology 15 web 14 graph 14 optimization 13 sun 13 matplotlib 13 experiment 13 doi 12 tomtoolkit 12 reproducible 12 units 12 instrumentation 12 data-visualization 12 reproducible-research 12 local slope 11 earthquake seismology 11 linux 11 containers 11 fits 11 api 11 series 10 analytics 10 lab 10 scientific 10 python-library 10 filtering 10 gui 10