CharlesGaydon
I work with deep learning as a R&D engineer. Feel free to reach out (Linkedin)!
@IGNF Paris
Pinned Repositories
Dater-to-Vec
Collaborative filtering in dating. A NLP-based user embedding approach inspired from Tinder's TinVec.
Electric-Vehicle-Charge-Optimization
Simplified electric vehicle charge optimization based on Hoke (2011).
Fast-CMIM
Fast but exact implementation of CMIM feature selection algorithm
Local-Field-Potential-Wavelet-Analysis
A pipeline for Morlet wave frequency analysis of Local Field Potential (LFP) experimental data in MATLAB.
Mapping-Travel-Times-in-Europe
A web App to visualise travel times, by train, in Europe.
My-Sushi-Addiction
Beam search algorithm coupled with the use of Preference Matrix for Exceptional Preference Mining
batch7_rse
A search engine for French corporate societal and environnemental commitments and actions.
lidar-prod
A production AI brick that augments a rule-based Lidar classification with AI predictions and vector database.
myria3d
Myria3D: Aerial Lidar HD Semantic Segmentation with Deep Learning
StrataNet2-Vegetation-Coverage-Maps
Prediction of vegetation coverage maps from High Density Lidar data, in a weakly supervised deep learning setting.
CharlesGaydon's Repositories
CharlesGaydon/Dater-to-Vec
Collaborative filtering in dating. A NLP-based user embedding approach inspired from Tinder's TinVec.
CharlesGaydon/Electric-Vehicle-Charge-Optimization
Simplified electric vehicle charge optimization based on Hoke (2011).
CharlesGaydon/Local-Field-Potential-Wavelet-Analysis
A pipeline for Morlet wave frequency analysis of Local Field Potential (LFP) experimental data in MATLAB.
CharlesGaydon/Fast-CMIM
Fast but exact implementation of CMIM feature selection algorithm
CharlesGaydon/Mapping-Travel-Times-in-Europe
A web App to visualise travel times, by train, in Europe.
CharlesGaydon/My-Sushi-Addiction
Beam search algorithm coupled with the use of Preference Matrix for Exceptional Preference Mining
CharlesGaydon/Avascular-Tumoral-Growth-Model
A multiscale model of the first phase of a tumor growth, based on on reaction-diffusion equations and on a protein regulatory network.
CharlesGaydon/Colorize-SwissSURFACE3D-Lidar
Instructions to colorize SwissSURFACE3D Lidar using SwissIMAGE10 orthoimages, and split the point cloud for later deep learning training.
CharlesGaydon/The-Hybrid-Recommender
An Ensemble Chained Classifier as an hybrid recommendation system (proof of concept)
CharlesGaydon/Analyse-the-Sky-with-Apache-Spark
I use Apache Spark to deal with massive astronomical data from the PetaSKy project.
CharlesGaydon/Data_Science_yml_env
Basic yaml and instruction to start a new Data Science repository
CharlesGaydon/Evolution-Simulation
A case for the existence of an evolution process driven by indel and inversion mutations.
CharlesGaydon/forestsim
Supervised & Unsupervised Similarity Matrix using ensemble of decision trees (e.g. Random Forest)
CharlesGaydon/N-Step-DDQN-For-A-Hungry-Snake
A n-step Double Deep Q-Network (DDQN) with Experience Replay: reinforcement learning on the Snake game.
CharlesGaydon/point_geometric_features
Python wrapper around C++ utility to compute local geometric features of a point cloud
CharlesGaydon/Simulation-and-Phase-Portrait-of-a-Prey-Predator-Model
This repository contains a R script for the analysis of a Prey-Predator population dynamic through simulation and phase portrait.
CharlesGaydon/Supercoiled-DNA-Expression
A succinct biostatistics project on genes expression before and after supercoiling.
CharlesGaydon/Understanding-Telecom-Dynamics-in-Milano
We approach telecom data in Milano with Data Mining and Machine Learning techniques.
CharlesGaydon/CharlesGaydon
My profile.
CharlesGaydon/fastai
The fastai deep learning library
CharlesGaydon/pytorch_geometric
Graph Neural Network Library for PyTorch
CharlesGaydon/superpoint_transformer
[ICCV'23] Official PyTorch implementation of Superpoint Transformer introduced in "Efficient 3D Semantic Segmentation with Superpoint Transformer"