aniketjivani

ncsnv2

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

USC_UQ_SummerSchool2023

Tutorial on score-based diffusion models for generative modeling for the Uncertainty Quantification Summer School 2023 organized at the University of Southern California

UQ_USC_2023

A repository for tutorials on transport-based inference

minterpy

Minterpy - Multivariate interpolation in Python.

neuraluq

rom-operator-inference-Python3

Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.

helionb-sdoml

Heliophysics notebooks corresponding to the SDO ML Dataset

odeintw

odeintw provides a wrapper of scipy.integrate.odeint that allows it to handle complex and matrix differential equations.

neural-fractal

NeuralFractal | A Visual Exploration of Neural Dynamical Systems

neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

SPoCA

awesome-normalizing-flows

Awesome resources on normalizing flows.

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Spatio-Temporal-Point-Process-Simulator

A Spatio-temporal point process simulator.

neuraloperator

Learning in infinite dimension with neural operators.

PhiFlow

A differentiable PDE solving framework for machine learning

torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

InvertibleNetworks.jl

A Julia framework for invertible neural networks

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

tldr-sh-client

Simplified and community-driven man pages

universal_differential_equations

Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML

gaussian-process-odes

Implementation of the work Variational multiple shooting for Bayesian ODEs with Gaussian processes

MSML21_BayesianNODE

neural-ode

Neural Ordinary Differential Equation

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

generate-and-send-ssh-key

Script to automate the setup of ssh-public/private-key authentication to avoid some common pitfalls

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

ipympl

Matplotlib Jupyter Integration

pluto-vscode

Pluto inside a VS Code Webview, WIP

Fast-F1

FastF1 is a python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry