PyRank

Data Driven Python Packages

Python packages with the GitHub topic data-driven. Sorted by monthly downloads, with stars and forks.
g-battaglia
kerykeion

Data-Driven Astrology 💫 Kerykeion is a Python library for astrology. It generates SVG charts and extracts detailed structured data for birth charts, synastry, transits, composite charts, and more.

113K 723 195
PyDMD
pydmd

Python Dynamic Mode Decomposition

20K 1K 366
bessagroup
f3dasm

Framework for Data-Driven Design & Analysis of Structures & Materials (F3DASM)

4K 128 33
pymor
pymor

pyMOR - Model Order Reduction with Python

3K 347 123
temuller
piscola

Supernova light-curve fitting code

2K 9 8
mathLab
ezyrb

Easy Reduced Basis method

2K 98 72
jisazaTappsi
boolean-solver

Data Driven Development

2K 1 2
sarperavci
uaforger

Generate statistically accurate User Agents and Client Hints (Sec-CH-UA). Deterministic, data-driven browser identities based on real-world market share distributions.

2K 9 1
g-battaglia
kerykeion-cli

Data-Driven Astrology 💫 Kerykeion is a Python library for astrology. It generates SVG charts and extracts detailed structured data for birth charts, synastry, transits, composite charts, and more.

2K 723 195
fernandezfran
galpynostatic

:zap::battery: A Python/C++ package with physics-based and data-driven models to predict optimal conditions for fast-charging lithium-ion batteries

915 15 4
cytoflow
cytoflow

A Python toolbox for quantitative, reproducible flow cytometry analysis

501 227 61
ai-in-motion
moai-mdk

moai is a PyTorch-based AI Model Development Kit (MDK) created to improve data-driven model workflows, design and reproducibility.

497 57 6
luigibonati
mlcolvar

A unified framework for machine learning collective variables for enhanced sampling simulations

482 145 36
cwru-sdle
dddt-gfm

Code and demos for contructing Data-Driven Digital Twins of Photovoltaic & Advanced Manufacturing systems

330 3 2
QiYuan-Zhang
deepctools

A wrapped package for Data-enabled predictive control (DeePC) implementation. Including DeePC and Robust DeePC design with multiple objective functions.

304 27 1
ArnauMiro
pyloworder

High performance parallel reduced order Modelling library

259 34 11
pavelacamposp
direct-data-driven-mpc

Robust and nonlinear Direct Data-Driven MPC controllers for LTI and nonlinear systems in Python

247 23 2
equinor
flownet

FlowNet - Data-Driven Reservoir Predictions

156 78 30
jisazaTappsi
shatter

Data Driven Development

143 1 2
univieCUBE
phenotrex

Microbial Phenotype Prediction, successor to PICA, implemented with Python 3.7 and scikit-learn

126 13 4
notion
dado

Data-driven test decorator

104 0 0
JBjoernskov
twin4build

Dynamic simulation of buildings with differentiable data-driven models and integration with semantic models.

88 31 13
fernandezfran
macchiato

:atom_symbol::robot: Data-driven nearest neighbor models for predicting experimental results on silicon lithium-ion battery anodes

81 2 0
JustinStarreveld
robist

Simple, yet effective, data-driven algorithm for optimization under parametric uncertainty

79 2 1