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antoinecollet5

My personal repository

archpy

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

cookiecutter-pypackage

Cookiecutter template for a Python package.

cookiecutter-pypackage-improved

A tool for creating skeleton python project, built with popular develop tools and conform to best practice.

cppnumericalsolvers

a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)

eigen-based-kd-tree

A simple and efficient c++ KDTree implementation.

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

fvm

Finite volume method applied to the advection-diffusion equation

genes-mda

genES-MDA is a generic Python open-source software package to solve inverse problems via the Ensemble Smoother with Multiple Data Assimilation

geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

geone

DeeSse interface, utilities and examples

georunes

iterative_ensemble_smoother

Algorithms for data assimilation using ensemble methods.

jsonpickle

jsonpickle-1

Python library for serializing any arbitrary object graph into JSON. It can take almost any Python object and turn the object into JSON. Additionally, it can reconstitute the object back into Python.

kalman-filtering

Some tests about Kalman filetring with python.

kle

Computing Karhunen-Loeve eigenmodes on irregular domains

kleinberg

A Simulator for Greedy Routing in Kleinberg's Grid

lbfgsb

A python impementation of the famous L-BFGS-B quasi-Newton solver.

mathtoolbox

Mathematical tools (interpolation, dimensionality reduction, optimization, etc.) written in C++11 with Eigen

nbsphinx-link

A sphinx extension for including notebook files from outside sphinx source root.

nested_grid_plotter

NestedGridPlotter is based on matplotlib and intends to simplify the plotting of nestedgrid by providing a objected oriented class.

pybedforms

python port of the USGS bedforms software tool

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with PyTensor

pypcga

pyPCGA: fast and scalable inverse modeling approach

pyrtid

Reactive Transport Inversion is a reactive transport inversion demonstrator written in Python.

python_lbfgsb

Pure Python-based L-BFGS-B implementation

ruff

An extremely fast Python linter, written in Rust.