Charles Gaydon's Projects
I use Apache Spark to deal with massive astronomical data from the PetaSKy project.
A multiscale model of the first phase of a tumor growth, based on on reaction-diffusion equations and on a protein regulatory network.
My profile.
Instructions to colorize SwissSURFACE3D Lidar using SwissIMAGE10 orthoimages, and split the point cloud for later deep learning training.
Basic yaml and instruction to start a new Data Science repository
Collaborative filtering in dating. A NLP-based user embedding approach inspired from Tinder's TinVec.
Simplified electric vehicle charge optimization based on Hoke (2011).
A case for the existence of an evolution process driven by indel and inversion mutations.
Fast but exact implementation of CMIM feature selection algorithm
The fastai deep learning library
Supervised & Unsupervised Similarity Matrix using ensemble of decision trees (e.g. Random Forest)
A pipeline for Morlet wave frequency analysis of Local Field Potential (LFP) experimental data in MATLAB.
A web App to visualise travel times, by train, in Europe.
Beam search algorithm coupled with the use of Preference Matrix for Exceptional Preference Mining
A n-step Double Deep Q-Network (DDQN) with Experience Replay: reinforcement learning on the Snake game.
Python wrapper around C++ utility to compute local geometric features of a point cloud
Graph Neural Network Library for PyTorch
This repository contains a R script for the analysis of a Prey-Predator population dynamic through simulation and phase portrait.
A succinct biostatistics project on genes expression before and after supercoiling.
[ICCV'23] Official PyTorch implementation of Superpoint Transformer introduced in "Efficient 3D Semantic Segmentation with Superpoint Transformer"
An Ensemble Chained Classifier as an hybrid recommendation system (proof of concept)
We approach telecom data in Milano with Data Mining and Machine Learning techniques.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent