Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
☆2,027Jul 20, 2026Updated this week
Alternatives and similar repositories for SciMLBook
Users that are interested in SciMLBook are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 18.S096 - Applications of Scientific Machine Learning☆315Apr 26, 2022Updated 4 years ago
- Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.☆740Dec 29, 2025Updated 6 months ago
- Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary …☆3,136Updated this week
- Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learnin…☆919Updated this week
- An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for …☆1,647Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 18.335 - Introduction to Numerical Methods course☆582Dec 12, 2025Updated 7 months ago
- Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated s…☆1,209Updated this week
- Course 18.S191 at MIT, Fall 2022 - Introduction to computational thinking with Julia☆2,821May 6, 2026Updated 2 months ago
- Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonl…☆831Updated this week
- GPU Programming with Julia - course at the Swiss National Supercomputing Centre (CSCS), ETH Zurich☆259Aug 23, 2022Updated 3 years ago
- Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization☆429Updated this week
- Macro(s) for vectorizing loops.☆789May 31, 2026Updated last month
- 🎈 Simple reactive notebooks for Julia☆5,356Updated this week
- Next-generation AD☆454Nov 24, 2025Updated 8 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Symbolic programming for the next generation of numerical software☆1,517Jul 15, 2026Updated last week
- Tutorials and information on the Julia language for MIT numerical-computation courses.☆807Feb 7, 2026Updated 5 months ago
- Bayesian inference with probabilistic programming.☆2,244Updated this week
- 18.337 - Parallel Computing and Scientific Machine Learning☆276Apr 16, 2026Updated 3 months ago
- (yet another) static site generator. Simple, customisable, fast, maths with KaTeX, code evaluation, optional pre-rendering, in Julia.☆1,064Jul 1, 2026Updated 3 weeks ago
- 18.336 - Fast Methods for Partial Differential and Integral Equations☆195Mar 31, 2026Updated 3 months ago
- A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, …☆390Updated this week
- 21st century AD☆1,567Updated this week
- Interactive data visualizations and plotting in Julia☆2,789Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A style guide for stylish Julia developers☆234Jun 7, 2026Updated last month
- The perfect sidekick to your scientific inquiries☆930Jul 5, 2026Updated 2 weeks ago
- Elegant and Performant Deep Learning☆716Updated this week
- Relax! Flux is the ML library that doesn't make you tensor☆4,729Updated this week
- Concise and beautiful algorithms written in Julia☆1,427Mar 4, 2025Updated last year
- Scientific reports/literate programming for Julia☆850Mar 23, 2026Updated 4 months ago
- Create books with Julia☆272Jun 14, 2025Updated last year
- A code analyzer for Julia. No need for additional type annotations.☆871Updated this week
- Materials for MIT 6.S083 / 18.S190: Computational thinking with Julia + application to the COVID-19 pandemic☆517Mar 25, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Forward Mode Automatic Differentiation for Julia☆998Updated this week
- Optimization functions for Julia☆1,203Jul 1, 2026Updated 3 weeks ago
- ⅀☆670Jun 21, 2026Updated last month
- Grid-based approximation of partial differential equations in Julia☆870Updated this week
- 18.330 Introduction to Numerical Analysis☆393Feb 16, 2024Updated 2 years ago
- forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs☆474Jun 20, 2026Updated last month
- A Julia machine learning framework☆1,933Updated this week