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Working from home
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Working from home
16 followers · 31 following
  • Bordeaux, France
  • 01:09 (UTC +01:00)
  • X @SiMB_dev

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Starstruck

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Starstruck

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Simon-Bertrand/README.md

simon-bertrand

simon-bertrand

Simon Bertrand

a French engineer, currently Ph.D student with a passion for mathematics and computer science.

Research Engineer in Signals, AI and Computer Vision. Backend developper

Software Engineering (Web, Application) and Data Science (ML, DL, CV) with Python, Rust, C#, SQL and ReactJS.

📫 [email protected]
🌎 simon-bertrand.github.io
🐦 twitter.com/SiMB_dev
I write all kinds of software, from human interfaces to server programs and also web development. I have a preference for tensors programmation (AI) which merge maths and computer science. I wrote few PyTorch modules that are publicly shared.
A non-exhaustive list :
Fast Cross-MI Function (CMIF) Repository
Fast Normalized Cross-Correlation Repository
Histogram of Oriented Gradients Repository
Mutual Information Repository
Phase Congruency Repository
Hilbert Transformations Repository

💻 My favorite tools and technologies

Languages, frameworks
icon
Python 		icon
Rust 		icon
Matlab 		icon
React 		icon
Next.js 		icon
TypeScript 		icon
C++ 		icon
C# 		HTML5
HTML5 		css
CSS 		tailwind
Tailwind
Linear algebra, data science, statistics, AI, DL, CV.
Numpy
Numpy 		PyTorch
PyTorch 		Tensorflow
Tensorflow 		scikit-learn
Scikit-learn 		Jax
Jax 		Scipy
Scipy 		Statsmodels
Statsmodels 		OpenCV
OpenCV 		icon
Grafana
System administration, DevOps.
icon
Docker 		icon
Github 		icon
GCP 		Git
Git 		Fedora
Fedora 		Traefik
Traefik 		Portainer
Portainer 		Nginx
Nginx 		Cockpit
Cockpit 		Bind9
Bind9
Other tools
icon
VSCode 		icon
PostgreSQL 		icon
Node.js 		icon
Prisma 		Google Earth Engine
GEE


Pinned Loading

  1. Clusters-Features Clusters-Features Public

    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 Da…

    Python 31 7

  2. KAN-PyTorch KAN-PyTorch Public

    Kolmogorov–Arnold Networks (KAN) in PyTorch

    Python 20 2

  3. 2DPhaseCongruency-PyTorch 2DPhaseCongruency-PyTorch Public

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

    Python 3 1

  4. FastCrossCorr-PyTorch FastCrossCorr-PyTorch Public

    Fast normalized cross correlation PyTorch module using integral images and FFT

    Python 3 2

  5. FastCMIF-PyTorch FastCMIF-PyTorch Public

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

    Python 1

  6. HOG-PyTorch HOG-PyTorch Public

    Batched Histogram of oriented gradients using PyTorch

    Python 1