SiMB

Clusters-Features. The Clusters-Features package allows data science users to compute high-level linear algebra operations on any type of data set. It computes approximatively 40 internal evaluation scores such as Davies-Bouldin Index, C Index, Dunn and its Generalized Indexes and many more ! Other features are also available to evaluate the clustering quality.

KAN-PyTorch. Kolmogorov–Arnold Networks (KAN) in PyTorch

HOG-PyTorch. Batched Histogram of oriented gradients using PyTorch

MutualInformation-PyTorch. Three different implementations of the Mutual Information in PyTorch. Using KDE, using KNN and using a simple bins count.

FastCrossCorr-PyTorch. 2D Fast normalized cross correlation (ZNCC) as a PyTorch module using integral images and FFT

ohlc-timeserie-db.rs. Numeric 4-D Timeseries database with BTreeMap on Sparse Indexes, custom binary encoding/compression and blocs splitting

2DPhaseCongruency-PyTorch. The 2D phase congruency algorithm using monogenic filters implemented in PyTorch and originally written by Peter Kovesi on Matlab.

2DHilbertTransformations-PyTorch. 2D Hilbert Transformations on PyTorch - Code example based on research article

RealEstatePricing. Repository to work on the challengedata.ens.fr Real Estate Prediction Price challenge - Télécom Physique Strasbourg, Data Science

RecadrageImage. Programme C++ de recadrage d'image par translations et rotation (3 paramètres) selon une image référence. Pas de gestion de zoom.

KerPy. A Python library to generate 2D-kernels for convolutions, mathematical morphology and more

DockerAdmin. DockerAdmin is a low-complexity web server to manage your Docker containers

cython-template. Template project for cython

Simon-Bertrand.

AsyncWebsocketChannelsPython. A shortened example to mirror asynchronously different external Websocket client connections with its own Websocket server

Perceptron-Simple. Le code complet de la vidéo YouTube sur le Perceptron Simple : https://www.youtube.com/watch?v=whm1VQsnIv4

RSA-ECDH-Comparaison-FR. Description théorique et comparaison des deux techniques de chiffrement RSA et ECDH.

ImageModules-PyTorch. A monorepo containing few PyTorch modules as Python library to compute some existing information extraction techniques .

react-components-personal-utility. React components of personal use and varied nature

simon-bertrand.github.io. Personal portfolio website

Rust-Matrix. Numerical computing with Rust-Matrix on Rust. Matrix objects and linear algebra project.

rust-python-bindings. Monorepo to create Python wheels using compiled Rust code

FastCMIF-PyTorch. Fast computation of cross-MI between a real image and a template

matlab-simplex-algorithm. Native implementation of the Linear Programming Simplex algorithm used to optimize constrained functions.

SAROPTReg-TranslatModels. Translational SAR/OPT registration ML models

POWChallenge. Simple proof-of-work challenge server and client for POW Captcha