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Repository Index
80,339 visible repositories in the index
49–72 of 243 · Most stars
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python, Matlab/Octave, Julia or Javascript
- optimization
- nonlinear
- derivatives
- code-generation
Apache Mahout - an environment for quickly creating scalable, performant machine learning applications.
- apache-mahout
- cuda
- python
- rust
PositionBasedDynamics is a library for the physically-based simulation of rigid bodies, deformable solids and fluids.
- simulation
- position-based-dynamics
- rigid-bodies
- rigid-body-dynamics
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
PyPSA: Python for Power System Analysis
- python
- optimisation
- energy-system
- power-systems-analysis
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
- python
- genetic-algorithm
- optimization
- numpy
The Operator Splitting QP Solver
- optimization
- quadratic-programming
- convex-optimization
- machine-learning
An open-source Python framework for hybrid quantum-classical machine learning.
- cirq
- machine-learning
- python
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
- differential-equations
- jax
- deep-learning
- neural-differential-equations
[Deprecated] Use Cornerstone3D Instead https://cornerstonejs.org/
- javascript
- cornerstone
- dicom
- medical-imaging
Fluid simulation engine for computer graphics applications
- physics-engine
- fluid-simulation-engine
- computer-graphics
- computational-physics
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
- convolutional-neural-networks
- attention-model
- image-classification
- image-segmentation
The Classiq Library is the largest collection of quantum algorithms and applications. It is the best way to explore quantum computing software. We welcome community contributions to our Library 🙌
- quantum-algorithms
- quantum-software
- quantum-applications
- quantum-open-source
Physical Symbolic Optimization
- deep-learning
- machine-learning
- physics
- python
automatic differentiation made easier for C++
- automatic-differentiation
- auto-differentiation
- autodiff
- autodifferentiation
SPlisHSPlasH is an open-source library for the physically-based simulation of fluids.
- sph
- fluids
- sph-fluids
- smoothed-particle-hydrodynamics
Creusot helps you prove your Rust code is correct.
- rust-lang
- verification
- proof
- formal-verification
Store files as YouTube videos == infinite disk space
A package for the sparse identification of nonlinear dynamical systems from data
- dynamical-systems
- machine-learning
- sparse-regression
- model-discovery
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
- segmentation
- deep-learning
- pytorch
- medical-imaging
Mixed-precision math, linear-algebra & retrieval kernels, 4000+ symbols from 4-bit numbers to 128-bit complex, for x86, Arm, RISC-V, LoongArch, Power & WASM, AMX & SME included 📐
Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
- scientific-computing
- linear-algebra
- differential-equations
- sparse-systems