Pinned Repositories
annotated-transformer
An annotated implementation of the Transformer paper.
ARC-Challenge
AVI
Axisymmetric Volume Integral (AVI) formulation of eddy current problem in MQS approximation.
Build_panoramas_from_images
FRIDA
routines/binaries of the FRIDA code
helper_functions
A collection of helper functions useful to have
ITERlike_equilibrium_dataset
Collection of ~90k equilibria of an ITER-like device
Physics-informed-neural-networks
Collection of examples of Physics Informed Neural Networks (PINN), for solving Partial Differential Equation (PDE) via deep neural networks.
PlaNet_Equil_reconstruction
A survey of various approaches for plasma equilibrium reconstruction via neural networks.
PyTorch-Lightning-template
matteobonotto's Repositories
matteobonotto/Physics-informed-neural-networks
Collection of examples of Physics Informed Neural Networks (PINN), for solving Partial Differential Equation (PDE) via deep neural networks.
matteobonotto/FRIDA
routines/binaries of the FRIDA code
matteobonotto/PlaNet_Equil_reconstruction
A survey of various approaches for plasma equilibrium reconstruction via neural networks.
matteobonotto/annotated-transformer
An annotated implementation of the Transformer paper.
matteobonotto/ARC-Challenge
matteobonotto/AVI
Axisymmetric Volume Integral (AVI) formulation of eddy current problem in MQS approximation.
matteobonotto/Build_panoramas_from_images
matteobonotto/helper_functions
A collection of helper functions useful to have
matteobonotto/ITERlike_equilibrium_dataset
Collection of ~90k equilibria of an ITER-like device
matteobonotto/PyTorch-Lightning-template
matteobonotto/Coursera_ML_with_Python_assignment
Peer-graded Assignment: The best classifier
matteobonotto/cv.matteobonotto
matteobonotto/Deep_Neural_Net_with_Matlab_from_scratch
matteobonotto/dreamcoder
matteobonotto/ec_DreamCoder
matteobonotto/FourCastNet
Initial public release of code, data, and model weights for FourCastNet
matteobonotto/giotto-deep
Deep learning made topological.
matteobonotto/giotto-tda
A high-performance topological machine learning toolbox in Python
matteobonotto/giotto-time
Time series analysis suite
matteobonotto/IBM_Data_science_assignment
Notebooks/scripts of the course "Applied Data Science Capstone", part of IBM Data Science Professional Certificate (https://www.coursera.org/professional-certificates/ibm-data-science)
matteobonotto/machine-learning-and-simulation
All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
matteobonotto/Maxwell_ML
matteobonotto/pdearena
matteobonotto/PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
matteobonotto/PhiFlow
A differentiable PDE solving framework for machine learning
matteobonotto/Solver-in-the-Loop
Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
matteobonotto/TensorFlow
Project containig related material for my TensorFlow articles