Muhammad Izzatullah's repositories
laplace-hypopinn
Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"
diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
cryptozombies-lesson-code
cryptozomebie lesson code
deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
DPDist
DPDist : Comparing Point Clouds Using Deep Point Cloud Distance (ECCV2020)
ert
ERT - Ensemble based Reservoir Tool - is designed for running ensembles of dynamical models such as reservoir models, in order to do sensitivity analysis and data assimilation. ERT supports data assimilation using the Ensemble Smoother (ES), Ensemble Smoother with Multiple Data Assimilation (ES-MDA) and Iterative Ensemble Smoother (IES).
flopth
A simple program to calculate the FLOPs of Pytorch models, multiple inputs supported, with cli tool and Python APIs.
fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
FWIGAN-1
This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed generative adversarial network
FyeldGenerator
Easily generate random fields
InfoOT
InfoOT: Information Maximizing Optimal Transport
nonlinear-mcmc-paper
Python implementation of the NeurIPS 2022 paper arXiv:2202.05621 about nonlinear MCMC using Jax.
normalizing-flows
PyTorch implementation of normalizing flow models
otdd
Optimal Transport Dataset Distance
ott-1
Optimal Transport tools implemented with the JAX framework, to get auto-diff, parallel and jit-able computations.
pylops
PyLops – A Linear-Operator Library for Python
Python-software-engineering
Repository for participants of the "Python software engineering" training
pytorch-softdtw-cuda
Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch using Numba
PyTorch-Wavelet-Toolbox
Differentiable and GPU enabled fast wavelet transforms in PyTorch
robot
code for Fast Point Cloud Registration with Optimal Transport
SGMCMCJax
Lightweight library of stochastic gradient MCMC algorithms written in JAX.
the-algorithm
Source code for Twitter's Recommendation Algorithm
the-algorithm-ml
Source code for Twitter's Recommendation Algorithm
waveform-ot
Python libraries for Optimal Transport of time series - examples from paper Sambridge, Jackson and Valentine (2022)