SiMB's Projects
2D Hilbert Transformations on PyTorch - Code example based on research article
The 2D phase congruency algorithm using monogenic filters implemented in PyTorch and originally written by Peter Kovesi on Matlab.
A shortened example to mirror asynchronously different external Websocket client connections with its own Websocket server
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.
C++ with Cmake project template
Template project for cython
DockerAdmin is a low-complexity web server to manage your Docker containers
Fast computation of cross-MI between a real image and a template
Fast normalized cross correlation PyTorch module using integral images and FFT
Batched Histogram of oriented gradients using PyTorch
A monorepo containing few PyTorch modules as Python library to compute some existing information extraction techniques .
Kolmogorov–Arnold Networks (KAN) in PyTorch
A Python library to generate 2D-kernels for convolutions, mathematical morphology and more
Native implementation of the Linear Programming Simplex algorithm used to optimize constrained functions.
Three different implementations of the Mutual Information in PyTorch. Using KDE, using KNN and using a simple bins count.
Numeric 4-D Timeseries database with BTreeMap on Sparse Indexes, custom binary encoding/compression and blocs splitting
Le code complet de la vidéo YouTube sur le Perceptron Simple : https://www.youtube.com/watch?v=whm1VQsnIv4
React components of personal use and varied nature
Repository to work on the challengedata.ens.fr Real Estate Prediction Price challenge - Télécom Physique Strasbourg, Data Science
Programme C++ de recadrage d'image par translations et rotation (3 paramètres) selon une image référence. Pas de gestion de zoom.
Description théorique et comparaison des deux techniques de chiffrement RSA et ECDH.
Numerical computing with Rust-Matrix on Rust. Matrix objects and linear algebra project.
Monorepo to create Python wheels using compiled Rust code
Personal portfolio website
Rust bindings for the C++ api of PyTorch.