Simon-Bertrand
Founder of a private algorithmic trading platform. Ph.D student in Computer Vision at CEA & IMS Bordeaux. Mines Telecom Engineer.
Bordeaux, France
Pinned Repositories
2DHilbertTransformations-PyTorch
2D Hilbert Transformations on PyTorch - Code example based on research article
2DPhaseCongruency-PyTorch
The 2D phase congruency algorithm using monogenic filters implemented in PyTorch and originally written by Peter Kovesi on Matlab.
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.
FastCMIF-PyTorch
Fast computation of cross-MI between a real image and a template
FastCrossCorr-PyTorch
Fast normalized cross correlation PyTorch module using integral images and FFT
HOG-PyTorch
Batched Histogram of oriented gradients using PyTorch
KAN-PyTorch
Kolmogorov–Arnold Networks (KAN) in PyTorch
KerPy
A Python library to generate 2D-kernels for convolutions, mathematical morphology and more
ohlc-timeserie-db.rs
Numeric 4-D Timeseries database with BTreeMap on Sparse Indexes, custom binary encoding/compression and blocs splitting
RealEstatePricing
Repository to work on the challengedata.ens.fr Real Estate Prediction Price challenge - Télécom Physique Strasbourg, Data Science
Simon-Bertrand's Repositories
Simon-Bertrand/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.
Simon-Bertrand/KAN-PyTorch
Kolmogorov–Arnold Networks (KAN) in PyTorch
Simon-Bertrand/2DHilbertTransformations-PyTorch
2D Hilbert Transformations on PyTorch - Code example based on research article
Simon-Bertrand/2DPhaseCongruency-PyTorch
The 2D phase congruency algorithm using monogenic filters implemented in PyTorch and originally written by Peter Kovesi on Matlab.
Simon-Bertrand/FastCrossCorr-PyTorch
Fast normalized cross correlation PyTorch module using integral images and FFT
Simon-Bertrand/ohlc-timeserie-db.rs
Numeric 4-D Timeseries database with BTreeMap on Sparse Indexes, custom binary encoding/compression and blocs splitting
Simon-Bertrand/KerPy
A Python library to generate 2D-kernels for convolutions, mathematical morphology and more
Simon-Bertrand/RealEstatePricing
Repository to work on the challengedata.ens.fr Real Estate Prediction Price challenge - Télécom Physique Strasbourg, Data Science
Simon-Bertrand/RecadrageImage
Programme C++ de recadrage d'image par translations et rotation (3 paramètres) selon une image référence. Pas de gestion de zoom.
Simon-Bertrand/AsyncWebsocketChannelsPython
A shortened example to mirror asynchronously different external Websocket client connections with its own Websocket server
Simon-Bertrand/cython-template
Template project for cython
Simon-Bertrand/DockerAdmin
DockerAdmin is a low-complexity web server to manage your Docker containers
Simon-Bertrand/FastCMIF-PyTorch
Fast computation of cross-MI between a real image and a template
Simon-Bertrand/HOG-PyTorch
Batched Histogram of oriented gradients using PyTorch
Simon-Bertrand/ImageModules-PyTorch
A monorepo containing few PyTorch modules as Python library to compute some existing information extraction techniques .
Simon-Bertrand/matlab-simplex-algorithm
Native implementation of the Linear Programming Simplex algorithm used to optimize constrained functions.
Simon-Bertrand/medusa-file-selfhosted
Simon-Bertrand/MutualInformation-PyTorch
Three different implementations of the Mutual Information in PyTorch. Using KDE, using KNN and using a simple bins count.
Simon-Bertrand/Perceptron-Simple
Le code complet de la vidéo YouTube sur le Perceptron Simple : https://www.youtube.com/watch?v=whm1VQsnIv4
Simon-Bertrand/react-components-personal-utility
React components of personal use and varied nature
Simon-Bertrand/RSA-ECDH-Comparaison-FR
Description théorique et comparaison des deux techniques de chiffrement RSA et ECDH.
Simon-Bertrand/Rust-Matrix
Numerical computing with Rust-Matrix on Rust. Matrix objects and linear algebra project.
Simon-Bertrand/rust-python-bindings
Monorepo to create Python wheels using compiled Rust code
Simon-Bertrand/Simon-Bertrand
Simon-Bertrand/simon-bertrand.github.io
Personal portfolio website
Simon-Bertrand/tch-rs-workflows-fix
Rust bindings for the C++ api of PyTorch.
Simon-Bertrand/cpp-template
C++ with Cmake project template