PyPI Stats

Data Driven Python Packages

Python packages with the GitHub topic data-driven. Sorted by relevance, with stars and monthly downloads.
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.

167K 623 177
PyDMD
pydmd

Python Dynamic Mode Decomposition

13K 1K 357
pymor
pymor

pyMOR - Model Order Reduction with Python

4K 343 118
mathLab
ezyrb

Easy Reduced Basis method

3K 93 69
jisazaTappsi
boolean-solver

Data Driven Development

3K 1 2
cytoflow
cytoflow

Python tools for quantitative, reproducible flow cytometry analysis

2K 214 58
bessagroup
f3dasm

f3dasm - Framework for Data-driven Development and Analysis of Structures and Materials

1K 125 33
ai-in-motion
moai-mdk

moai: Accelerated, Flexible, Modular, Reproducible, Insightful AI

1K 56 6
temuller
piscola

Supernova light-curve fitting code

1K 9 8
fernandezfran
galpynostatic

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

1K 14 3
luigibonati
mlcolvar

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

763 137 36
QiYuan-Zhang
deepctools

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

524 24 1
ArnauMiro
pyloworder

High performance parallel reduced order Modelling library

503 28 8
pavelacamposp
direct-data-driven-mpc

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

426 23 2
equinor
flownet

Simplified training of reservoir simulation models

244 75 30
jisazaTappsi
shatter

Data Driven Development

219 1 2
notion
dado

Data-driven test decorator

209 0 0
univieCUBE
phenotrex

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

197 12 4
JBjoernskov
twin4build

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

167 26 9
ai-in-motion
hydra-moai-searchpath-plugin

moai Hydra SearchPath plugin

160 56 6
fernandezfran
macchiato

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

144 2 0
JustinStarreveld
robist

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

116 2 1
rssalessio
pythonvrft

Virtual Reference Feedback Tuning (VRFT) Python Library - Alessio Russo (alessior@kth.se)

82 15 2
Weitheskmt
weidmd

Predicting rate kernels via dynamic mode decomposition. Code for article [https://doi.org/10.1063/5.0170512].

71 4 1