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A pedagogical implementation of Autograd
Efficiently computes derivatives of numpy code.
collection of A&D implementations from Cormen et. al. + C-implementation of BLAS-1 routines
command line calculator in C using shunting yard algorithm
transcripts and captions for 3blue1brown videos
AD-backend agnostic system defining custom forward and reverse mode rules. This is the light weight core to allow you to define rules for your functions in your packages, without depending on any particular AD system.
sklearn-onnx + support for multioutput Gaussian Procceses
PyTorch like Deep Learning based on NumPy for education
Python Library for convenient use of PyTorch and research paper implementations.
Finite Element Method in Python based on: https://www.math.hu-berlin.de/~cc/cc_homepage/download/1999-AJ_CC_FS-50_Lines_of_Matlab.pdf
Relax! Flux is the ML library that doesn't make you tensor
julia implementation of various ideas from the book: Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges (https://arxiv.org/abs/2104.13478v2)
📷 Instagram Bot - Tool for automated Instagram interactions
python implementations of the LatticeBoltzmann method for fluid simulation
Liquid Time-constant Networks in Julia
A resource for learning about Machine learning & Deep Learning
Implementation of methods from: Essentials of Metaheuristics (https://cs.gmu.edu/~sean/book/metaheuristics/Essentials.pdf)
The simplest, fastest repository for training/finetuning medium-sized GPTs.
Python library for numerical, graph, finite diff pde algorithms
Machine Learning Framework mit Python und NumPy (Basis: https://github.com/TheIndependentCode/Neural-Network)
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
different variations and generalizations of root-finding algorithm Newton's method
Automatically generate Neural Networks replacing non-linear equation systems inside OpenModelica FMUs.
Automatic training of nonlinear system surrogates.
Verfahren aus der Vorlesung Numerik
The fundamental package for scientific computing with Python.
collection of different ode solvers
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.