Aniket Jivani's starred repositories
PytorchGeometricTutorial
Pytorch Geometric Tutorials
SpeedyWeather.jl
Play atmospheric modelling like it's LEGO.
CVAE_MNIST
Conditional VAE using CNN on MNIST in PyTorch
statsmodels
Statsmodels: statistical modeling and econometrics in Python
riemann_book
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
formula1-telemetry-tool
A fast, GUI based application, providing insight into Formula 1 telemetry data.
ADE-python
Finite volume based solver for Advection-Diffusion Equation solver using only Python
numerical-analysis-mathematical-neuroscience
This is material written for the masterclass Numerical and Analytical Methods for Spatially-Extended Neurobiological Networks, held at the Centre for Complex Systems Studies, University of Utrecht in May 2024.
random-fourier-features
Implementation of random Fourier features for kernel method, like support vector machine and Gaussian process model
DeepKoopman
neural networks to learn Koopman eigenfunctions
sci-comp-notebooks
A collection of scientific computing notebooks
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
dissipative_hnns
Training neural networks to disentangle conservative and dissipative dynamics
posteriors
Uncertainty quantification with PyTorch
jacobian_free_backprop
Implicit networks can be trained efficiently and simply by using Jacobian-free Backprop (JFB).
breadboard
A library for prototyping generative AI applications.