A group of notebooks and other files which can help you learn AI from scratch.
Repository Index
86,576 visible repositories in the index
121–144 of 262 · Most stars
Qucs-S is a circuit simulation program with Qt-based GUI
- electronics
- circuit
- simulation
- modelling
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
- machine-learning
- linear-algebra
- statistics
- calculus
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
- climate
- ocean
- fluid-dynamics
- julia
The Libertinus font family
An AI co-scientist running on your desktop. Claude Science but better.
[CVPR 2024 Highlight] PhysGaussian: Physics-Integrated 3D Gaussians for Generative Dynamics
CUDA programming in Julia.
🐧 A real-time physically based 3D rendering engine for React Native
Toolbox for molecular animations in Blender, powered by Geometry Nodes.
- blender
- biochemistry
- protein
- protein-structure
iOS Automation Framework iOS Touch Simulation Library
- touch-simulation
- touch-events
- touchscreen-control
- ios
ZEn NOde system - a simulation & rendering engine in nodes
- node-editor
- cpp
- vfx
- graphics
Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.
- kratos
- fem
- dem
- parallel-computing
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
- constrained-optimization
- control-systems
- deep-learning
- differentiable-programming
Owl - OCaml Scientific Computing @ https://ocaml.xyz
- matrix
- linear-algebra
- ndarray
- statistical-functions
Real-time multi-physics simulation with an emphasis on medical simulation.
- real-time
- simulation
- medical
- physics
Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization
Brian is a free, open source simulator for spiking neural networks.
- python
- neuroscience
- science
- differential-equations
:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions
- adaptive-learning
- machine-learning
- python
- live-plots
A lean C++ library for working with point cloud data
- point-cloud
- icp
- ransac
- convex-hull
⚡High Performance DICOM Medical Image Parser in Go.
- dicom
- dicom-images
- golang
- golang-library
Cloud-native genomic dataframes and batch computing
- genetics
- vcf
- genomics
- gwas
a lean linear math library, aimed at graphics programming. Supports vec3, vec4, mat4x4 and quaternions
ADAM is a genomics analysis platform with specialized file formats built using Apache Avro, Apache Spark, and Apache Parquet. Apache 2 licensed.