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differentialequations.jl icon differentialequations.jl

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

fdm-book icon fdm-book

Resources for "The Craft of Finite Difference Computing with Partial Differential Equations" by H. P. Langtangen

feapack icon feapack

A finite element analysis package for solids using Python.

finite-element-course icon finite-element-course

The implementation exercise for the final year finite element course given in the Maths Department of Imperial College London

fipy icon fipy

FiPy is a Finite Volume PDE solver written in Python

firedrake icon firedrake

Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)

fsm_eigenvalue icon fsm_eigenvalue

Parametric modeling of buckling and free vibration in prismatic shell structures, performed by solving the eigenvalue problem in HCFSM

get-programming-with-nodejs icon get-programming-with-nodejs

Code samples for Get Programming with Node.js (See verhagen's VM setup for exercises in this book: https://github.com/verhagen/get-programming-with-nodejs)

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

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