matteoguarrera's Stars
jkunimune/landau-damping
A set of Python scripts for visualizing the mechanism of Landau damping.
VLSF/SNO
Spectral Neural Operator
Ceyron/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)
hannahhaider/VlasovPoisson
The following repository contains my last undergraduate project, which aims to simulate the Vlasov Poisson system of equations using the symplectic Stormer-Verlet technique. Particularly, modeling the Vlasov Poisson system can lead to the development of innovative, symplectic numerical and model reduction techniques.
ergodicio/adept-notebooks
Notebooks for running and diagnosing ADEPT workloads (sims, optimizations)
ergodicio/adept
Automatic-Differentiation-Enabled Plasma Transport in JAX
ASK-Berkeley/Neural-Spectral-Methods
[ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.
NVIDIA/JAX-Toolbox
JAX-Toolbox
patrick-kidger/optimistix
Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/
Delgan/loguru
Python logging made (stupidly) simple
neuraloperator/neuraloperator
Learning in infinite dimension with neural operators.
ASK-Berkeley/physics-NNs-hard-constraints
[ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.
lucidrains/vector-quantize-pytorch
Vector (and Scalar) Quantization, in Pytorch
stanford-crfm/haliax
Named Tensors for Legible Deep Learning in JAX
matteoguarrera/awesome-equinox
Awesome Equinox - A curated list of resources of https://github.com/patrick-kidger/equinox
patrick-kidger/diffrax
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
patrick-kidger/equinox
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
paganpasta/eqxvision
A Python package of computer vision models for the Equinox ecosystem.
patrick-kidger/quax
Multiple dispatch over abstract array types in JAX.
AlbiCarle/Multi-Cost-SVM
Multi cost SVM and probabilistic safety regions for exponential distributions
Junghwan-brian/SDE-Net
implementations sde-net
google-research/torchsde
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
PyDMD/PyDMD
Python Dynamic Mode Decomposition
dynamicslab/pysindy
A package for the sparse identification of nonlinear dynamical systems from data
meganebers/Discrepancy-Modeling-Framework-code
nerfstudio-project/nerfstudio
A collaboration friendly studio for NeRFs
badges/shields
Concise, consistent, and legible badges in SVG and raster format
rlabbe/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
zziz/kalman-filter
Kalman Filter implementation in Python using Numpy only in 30 lines.
kyegomez/BitNet
Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch