Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)
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DiffSharp: Differentiable Functional Programming
- machine-learning
- tensor
- dotnet
- autodiff
ACADO Toolkit is a software environment and algorithm collection for automatic control and dynamic optimization. It provides a general framework for using a great variety of algorithms for direct optimal control, including model predictive control, state and parameter estimation and robust optimization.
Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)
A tool for semi-automatic cell type classification
- python
- single-cell
- machine-learning
- scrna-seq
A C++14-compatible physical units library with no dependencies and a single-file delivery option. Emphasis on safety, accessibility, performance, and developer experience.
- cpp
- cpp14
- cpp14-library
- dimensional-analysis
The fastest automatic differentiation library for C++, with Python bindings. Forward, adjoint and higher-order derivatives, checkpointing, Eigen support and JIT. Reproducible benchmarks against CppAD, Adept and autodiff.
- automatic-differentiation
- aad
- algorithmic-differentiation
- autodiff
Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models
- trajectory-optimization
- differential-dynamic-programming
- theano
- dynamics-models
One open-source modeler for structures, heat and fluids, built from scratch in pure Rust: parametric part in, verified results out. Automatic all-hex and tet meshing, our own nonlinear implicit and explicit FEA, heat transfer and lattice Boltzmann CFD — every result checked against theory. For engineers and AI agents alike. Free, forever.
- cae
- cfd
- computational-mechanics
- explicit-dynamics
The universe in numbers. Free, open-source calculators for everything countable.
A generic interface for the environmental perception of automated driving functions in virtual scenarios.
- asam
- osi
- open-simulation-interface
- simulation
Solve automatic numerical differentiation problems in one or more variables.
Voronoi / Delaunay tessellations on the sphere
- voronoi
- d3js
- d3
- geospatial
Open source math and physics engine that executes MATLAB-syntax code. Features a modern compiler, automatic GPU acceleration for large calculations, and support for math on geometry / FEA calculations.
- matlab
- rust
- jit-compiler
- linear-algebra
CoqHammer: An Automated Reasoning Hammer Tool for Rocq - Proof Automation for Dependent Type Theory
- coq
- hammer
- automation
- proof-search
Automated 3D cell detection in very large images
- microscopy
- cell-detection
- deep-learning
- image-analysis
Allocators, I/O streams, math, geometry, image and audio processing for D
- utility-library
- dlang
- linear-algebra
- computational-geometry
Trick Simulation Environment. Trick provides a common set of simulation capabilities and utilities to build simulations automatically.
An automatic code generator for nonlinear model predictive control (NMPC) and the continuation/GMRES method (C/GMRES) based numerical solvers for NMPC
- model-predictive-control
- nonlinear-model-predictive-control
- mpc
- nmpc
The V Tensor Library
- v
- hacktoberfest
- autograd
- deep-learning
Scientific computing in pure Crystal
- crystal
- linear-algebra
- machine-learning
- autograd
Safe Bayesian Optimization
- gaussian-processes
- optimization
- robotics
- reinforcement-learning
Automated 3D brain registration with support for multiple species and atlases.
- registration
- atlases
- brain
- neuroscience
Auto-QChem is an automated workflow for the generation and storage of DFT calculations for organic molecules.
- cheminformatics
- dft-calculations
- automation
- feature