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A community-maintained Python framework for creating mathematical animations.
Python library for converting Python calculations into rendered latex.
C++ Syntax, Data Structures, and Algorithms Cheat Sheet
A simple guide to diffusion models. Helpful in understanding the concept and practicing with the method.
Source for the paper "Universal Activation Function for machine learning"
Python package for numerical derivatives and partial differential equations in any number of dimensions.
DSL and compiler framework for automated finite-differences and stencil computation
A place to share problems solved with SciANN
Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems
An implementation of a neural network training routine using derivative information in Pytorch.
Survey of the packages of the Julia ecosystem for solving partial differential equations
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
Python-based Derivative-Free Optimizer for Least-Squares
Curated list of known efforts in materials informatics, i.e. in modern materials science
A Highly Opinionated List of Open Source Cheminformatics Resources
A Highly Opinionated List of Open Source Materials Informatics Resources
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
A Python library for quantum programming using Quil.
Companion code for "Solving Nonlinear and High-Dimensional Partial Differential Equations via Deep Learning" by A. Al-Aradi, A. Correia, D. Naiff, G. Jardim and Y. Saporito (https://arxiv.org/abs/1…
Free Geoguessr alternative | The website has been moved to https://geoguesscloud.com
Run TensorFlow models in C++ without installation and without Bazel
Implementation of DeepMind's "Sobolev Training for Neural Networks"
Build and install TensorFlow C++ API library.
A lightweight header-only library for using Keras (TensorFlow) models in C++.