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numpy-ml

Machine learning, in numpy

Language:PythonGPL-3.015325 457 50

Lhy_Machine_Learning

李宏毅2021/2022/2023春季机器学习课程课件及作业

Language:Jupyter Notebook6106 49 13

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.

Language:JuliaNOASSERTION2853 57 881

NNfSiX

Neural Networks from Scratch in various programming languages

Language:C++MIT1431 94 14

pbdl-book

Welcome to the Physics-based Deep Learning Book (v0.2)

Language:Jupyter Notebook982 27 17

sfepy

Main SfePy repository

Language:PythonBSD-3-Clause738 35 497

OpenSees

OpenSees Source Code Repository

Language:C++NOASSERTION586 58 356

scikit-fem

Simple finite element assemblers

Language:PythonBSD-3-Clause505 19 419

fenics-tutorial

Source files and published documents for the FEniCS tutorial.

Language:TeX352 45 53

nnfs_book

Sample code from the Neural Networks from Scratch book.

Language:PythonMIT280 11 15

PyFEM

A Python finite element code

Language:PythonGPL-3.0232 14 8

nnfs

Neural Networks from Scratch

Language:PythonMIT180 21 6

OpenSeesPy

OpenSeesPy versions, doc, and pip

Language:C++NOASSERTION169 22 117

fdm-book

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

Language:Python163 12 2

OpenSeesPyDoc

OpenSeesPy Documentation

Language:PythonNOASSERTION145 21 218

Introductory-Finite-Elements

Introductory course on the Finite Element Method

Language:Jupyter Notebook140 100

calc4b-zh

:book: [译] MIT 18.03 面向初学者的微积分

Language:JavaScriptNOASSERTION139 6 3

fem-book

Language:DockerfileNOASSERTION109 17 9

OpenSeesDocumentation

Language:Jupyter Notebook43 16 8

GNN-LSTM-based-Fusion-Model-for-Structural-Dynamic-Responses-Prediction

A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.

Language:PythonMIT40 2 3

STAN

STAN (Structural Analyser) - C#/.NET Finite Element Software

Language:C#BSD-3-Clause25 5 2

virtualbow

Software for designing and simulating bows

Language:HTMLGPL-3.023 4 251

RecursiveLSTM

Recursive long short-term memory network for predicting nonlinear structural seismic response

Language:PythonMIT1500

JaxFEM

An exercise in writing a FEM solver in Python/JAX

Language:Python3 10