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gprMax is open source software that simulates electromagnetic wave propagation using the Finite-Difference Time-Domain (FDTD) method for numerical modelling of Ground Penetrating Radar (GPR)

Module for statistical learning, with a particular emphasis on time-dependent modelling

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

Dbt Osmosis ⭐ 353

Provides automated YAML management, a dbt server, streamlit workbench, and git-integrated dbt model output diff tools

Windpowerlib ⭐ 277

The windpowerlib is a library to model the output of wind turbines and farms.

Oemof Solph ⭐ 264

A model generator for energy system modelling and optimisation (LP/MILP).

Bluepyopt ⭐ 190

Blue Brain Python Optimisation Library

Fxpmath ⭐ 154

A python library for fractional fixed-point (base 2) arithmetic and binary manipulation with Numpy compatibility.

Automated Tool for Optimized Modelling

Ratinabox ⭐ 135

A python package for modelling locomotion in complex environments and spatially/velocity selective cell activity.

Ethereum Economic Model ⭐ 112

A modular dynamical-systems model of Ethereum's validator economics

Package manager for CAD files and assembly modelling framework

A framework for generalised dynamical systems modelling & simulation (inspired by and compatible with cadCAD.org)

Haddock3 ⭐ 76

Official repo of the modular BioExcel version of HADDOCK

InSAR unwrapped surface displacement processing for earthquake modelling.

Full 3D electromagnetic modeller for 1D VTI media

Datawranglingpy ⭐ 70

Minimalist Data Wrangling with Python (Open-Access Textbook)

Coronaseir ⭐ 62

Simple SEIR model Python script for the COVID-19 pandemic with real world data comparison.

A multigrid solver for 3D electromagnetic diffusion

25daysinmachinelearning ⭐ 48

I will update this repository to learn Machine learning with python with statistics content and materials

Pyglotaran ⭐ 46

A Python library for Global and Target Analysis of time-resolved spectroscopy data

Xarray Simlab ⭐ 45

Xarray extension and framework for computer model simulations

Xarray Simlab ⭐ 45

Xarray extension and framework for computer model simulations

OOMMF calculator.

Covid19_scenarios_data ⭐ 41

Data preprocessing scripts and preprocessed data storage for COVID-19 Scenarios project

Vegetation Generation Tool for Houdini

Differentiable optical models as parameterised neural networks in Jax using Zodiax

Non-Destructive Modelling Toolkit for Blender

Ecmwf_models ⭐ 33

Python package for downloading ECMWF reanalysis data and converting it into a time series format.

Barabasi Albert_network ⭐ 29

Barabási–Albert Network. A Step-by-Step Model with Visualizations created in Python 3.

🎮 BSP2OBJ is a command-line utility capable of converting Quake, Quake 2, Daikatana, Hexen 2, Kingpin and Half-Life map files into OBJ meshes

Historical battle simulation package for Python

Open source, 0-dimensional, object-oriented airbreathing engine modelling package for preliminary analysis and design of airbreathing engines, divulgation and educational purposes.

Risc Handbook ⭐ 22

This handbook has been compiled to help beginners in the field of robotics

Welcome to the MUSE-OS repository

📡 Python bindings for Remote Sensing Models

Holt Winters ⭐ 19

The repository provides an in-depth analysis and forecast of a time series dataset as an example and summarizes the mathematical concepts required to have a deeper understanding of Holt-Winter's model. It also contains the implementation and analysis to time series anomaly detection using brutlag algorithm.

skrobot is a Python module for designing, running and tracking Machine Learning experiments / tasks. It is built on top of scikit-learn framework.

Dwsim Repo ⭐ 18

This repository contains all the simulation (exercises) using an open-source chemical process simulator DWSim. Shout out to Daniel Medeiros.

An easy-to-use object-oriented Python package for water distribution system modelling based on EPANET.

X-ray absorption re-emission scattering - Monte Carlo simulator for X-ray obscurers

Eis_toolkit ⭐ 14

Python library for mineral prospectivity mapping

A Python library for the assessment of spatially distributed groundwater recharge and hydrological components with HELP

DASP the Durham Adaptive optics Simulation Platform: Modelling and simulation of adaptive optics systems

Bitcoinexchangeratemodel ⭐ 12

Bitcoin Autocorrelation Exchange Rate Model

A Python Library to interact with the Cell Collective API v2

Semi-affine Elastic Network Optimizer to calculate forces in collagen or other biopolymer networks.

Xbeach Toolbox ⭐ 11

Collection of Python modules for pre- and postprocessing XBeach models and output files

Libsonata ⭐ 10

A python and C++ interface to the SONATA format

Kinetics ⭐ 10

Python package for modelling enzyme reactions using Monte carlo sampling from parameter distributions

Micromagneticmodel ⭐ 10

Python-based domain-specific language for computational magnetism.

This repository contains the ChaProEV (Charging Profiles of Electric Vehicles) model.

Stl To Gif ⭐ 9

Creates a gif from a stl file

Satellite remote sensing based reservoir operations monitoring

Pypsa Fes ⭐ 8

A model that optimises investment and operation, and incorporates flexibility domestic demand flexibility to model scenarios for Great Britain's future energy system.

Satellite attitude simulator, equipped with reaction wheels and magnetic torquers

Readers and converters for data from the GLDAS Noah Land Surface Model. Written in Python.

Dynamic uncertainty quantification for Tokamak reactor simulations modelling

A library for Time-Series exploration, analysis & modelling.

Hierarchical raster data set: smooth interpolation of raster files at different resolutions for multiscale modelling

A graphical user interface to edit Pywr models

Scipion Chem ⭐ 6

Base Scipion plugin defining objects and protocols for CHEMoinformatics

Deep Learning For Data Science ⭐ 6

Deep Learning Case Studies with Tensorflow and Keras for Beginners-Advanced: ANN, CNN, RNN, Self-Organizing Maps, Boltzmann Machines, Stacked Autoencoders

The toolbox for the automated creation of the SWAN wind wave model configurations

Dwsim Automation Repo ⭐ 6

This repository contains exercises that demonstrate how to automate these unit operations using DWSim. These exercises include code examples, tutorials, and documentation on how to implement automation strategies using DWSim.

NEW NAME AND HOSTING : The software changed his name and leave now in gitlab !

Covid 19 Risk Analysis ⭐ 5

Genetic SEIR model trained using the Coronavirus COVID-19 Global Cases by Johns Hopkins CSSE. The goal is to analyze the evolution of the pandemic in different countries and assess the effectiveness of the lock-down measures

Autonomously driving equation discovery, from the micro to the macro, from laptops to supercomputers.

Oemof Tabular ⭐ 5

Load oemof energy systems from tabular data sources.

A data warehouse for high-powered scenario analysis in the domain of integrated assessment of climate change and energy systems modeling

Generate and manipulate semi-analytic models of planet wakes

Cellularautomataepidemicmodels ⭐ 5

Stochastic Cellular Automata epidemic models in Python with 2D simulations

Sbml2julia ⭐ 5

A tool to for optimizing parameters of ordinary differential equation (ODE) models. SBML2Julia translates a model from SBML/PEtab format into Julia for Mathematical Programming (JuMP), performs the optimization task and returns the results.

Solarpv Simulator ⭐ 5

A Python Project to model the operation of an off grid Solar Power System in order to define correct sizing information.

Csem Ziolkowski And Slob ⭐ 5

Numerical examples of Ziolkowski, A., and E. Slob, 2019, Introduction to Controlled-Source Electromagnetic Methods: Cambridge University Press; ISBN: 9781107058620.

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