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Julia package towards classical molecular modeling of nanoporous materials
A differentiable astrophysics simulator in JAX
A 15TB Collection of Physics Simulation Datasets
High-Performance Symbolic Regression in Python and Julia
Simple GPU rendering of scientific data with Pytorch, Jax, CuPy, and Warp backends.
Optimization of the rendering of the Volume of a Datacube
In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the models which carry it out. More than simply pulling in a pre-built model or using an API, this cour…
Creating a diffusion model from scratch in PyTorch to learn exactly how they work.
Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23…
An add-on to use Blender interactively inside of Jupyter Notebooks.
Blender Python Gallery with lot's of snippets
A large (+2500) collection of color maps for Python
The mdbook source of a free online book on the theory and algorithms of physics-based simulations. You are welcome to make contributions by submitting pull requests or directly contacting the authors.
Learn molecular simulation with Python
Input script for Monte Carlo (GCMC) simulations
A cDFT-PC-SAFT package in Python using PyTorch
A basic python implementation of the Bak–Tang–Wiesenfeld model
Various Python Simulations
⚛️ A module for solving and visualizing the Schrödinger equation.
Python interactive dashboards for learning data science
A 3D electromagnetic FDTD simulator written in Python with optional GPU support
This program computes the numerical Fourier transform of a spherically symetric function in 3-dimensions, often called the Hankel transform.
Interactive Jupyter Notebooks for learning the fundamentals of Density-Functional Theory (DFT)
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)