gnthibault
Data scientist. Interested in machine learning/deep learning, convex optimization, signal processing, HPC. python, C++11 and cuda. PhD
Pinned Repositories
CompressedSensing2
this matlab code comes with the following articles that describes an Example of MDCT with MP3 coding : http://gnthibault.tumblr.com/post/69491654279/compressed-sensing-part-4-illustration-of-mdct
Optimisation-Python
A set of notebooks related to convex optimization, variational inference and numerical methods for signal processing, machine learning, deep learning, graph analysis, bayesian programming, statistics or astronomy.
panoptes-tom
A web portal for scheduling observations on the PANOPTES network.
PAWS
PANOPTES Administrative Web Site
RemoteObservatory
Astronomical observatory control system
siril
tom_base
The base Django project for a Target and Observation Manager
ZernikeSimulation
Small project aiming at playing with intra/extra focal on axis patterns
gnthibault's Repositories
gnthibault/Optimisation-Python
A set of notebooks related to convex optimization, variational inference and numerical methods for signal processing, machine learning, deep learning, graph analysis, bayesian programming, statistics or astronomy.
gnthibault/RemoteObservatory
Astronomical observatory control system
gnthibault/labelray
Small ui to label emission lines on amateur spectroscopic setup
gnthibault/PAWS
PANOPTES Administrative Web Site
gnthibault/tom_base
The base Django project for a Target and Observation Manager
gnthibault/2023_summer_school_astro_stat
gnthibault/astro_raspberry_build
gnthibault/astrometry.py
gnthibault/astropy-tutorials
Tutorials for the Astropy Project
gnthibault/astropy-workshop
Materials for Astropy Workshops
gnthibault/astrostatistics_bicocca_2022
Astrostatistics class for the MSc degree in Astrophysics at the University of Milan-Bicocca (Italy)
gnthibault/Building-Data-Science-Applications-with-FastAPI-Second-Edition
gnthibault/dbt-test
gnthibault/dbt_sandbox
gnthibault/deepinv
PyTorch library for solving imaging inverse problems using deep learning
gnthibault/DFTFringe
DFTFringe Telescope Mirror interferometry analysis Program.
gnthibault/Donuts
Donuts AG & image alignment code
gnthibault/dotfiles
:wrench: .files, including ~/.macos — sensible hacker defaults for macOS
gnthibault/generative-ai-google-labs
Sample code and notebooks for Generative AI on Google Cloud
gnthibault/indi-mqtt
MQTT publisher for INDI server
gnthibault/indiwebmanager
Web Manager for INDI Server
gnthibault/kfk-dataeng-demo
End to end data engineering project with kafka, airflow, spark, postgres and docker.
gnthibault/ml-interviews-book
https://huyenchip.com/ml-interviews-book/
gnthibault/ML4PA
Machine Learning for Physics and Astronomy
gnthibault/modern-data-warehouse-modeling-and-data-quality-with-dbt-openmetadata
This repository serves as a comprehensive guide to effective data modeling and robust data quality assurance using popular open-source tools
gnthibault/NeuralPDE.jl
Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
gnthibault/OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
gnthibault/phd2
PHD2 Guiding
gnthibault/PyDataRecBoleTutorial
Tutorial on how to build RecSys using RecBole. Presented during the PyData Geneva on April 5 2023.
gnthibault/python-di
Examples to go with an Medium article about using the dependency injection (DI) and DI frameworks with Python