Antoine COLLET's Projects
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My personal repository
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
Cookiecutter template for a Python package.
A tool for creating skeleton python project, built with popular develop tools and conform to best practice.
a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)
A simple and efficient c++ KDTree implementation.
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'.
Finite volume method applied to the advection-diffusion equation
genES-MDA is a generic Python open-source software package to solve inverse problems via the Ensemble Smoother with Multiple Data Assimilation
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
DeeSse interface, utilities and examples
Algorithms for data assimilation using ensemble methods.
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.
Some tests about Kalman filetring with python.
Computing Karhunen-Loeve eigenmodes on irregular domains
A Simulator for Greedy Routing in Kleinberg's Grid
A python impementation of the famous L-BFGS-B quasi-Newton solver.
Mathematical tools (interpolation, dimensionality reduction, optimization, etc.) written in C++11 with Eigen
A sphinx extension for including notebook files from outside sphinx source root.
NestedGridPlotter is based on matplotlib and intends to simplify the plotting of nestedgrid by providing a objected oriented class.
python port of the USGS bedforms software tool
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with PyTensor
pyPCGA: fast and scalable inverse modeling approach
Reactive Transport Inversion is a reactive transport inversion demonstrator written in Python.
Pure Python-based L-BFGS-B implementation