cyclotomicextension

cyclotomicextension's Stars

• TheAlgorithms/Python

  All Algorithms implemented in Python

  Language:Python195k5.9k1.5k45.8k

• huggingface/accelerate

  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

  Language:Python8k981.6k980

• maziarraissi/PINNs

  Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

  Language:Python4k121551.3k

• patrick-kidger/equinox

  Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

  Language:Python2.1k26462142

• thunil/Physics-Based-Deep-Learning

  Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

  1.7k1276305

• bgavran/Category_Theory_Machine_Learning

  List of papers studying machine learning through the lens of category theory

  Language:Python1.3k69075

• idrl-lab/PINNpapers

  Must-read Papers on Physics-Informed Neural Networks.

  Language:Python947264161

• dvgodoy/PyTorchStepByStep

  Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

  Language:Jupyter Notebook8981539346

• NeuroDiffGym/neurodiffeq

  A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

  Language:Python709259291

• gordicaleksa/get-started-with-JAX

  The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

  Language:Jupyter Notebook6669097

• kerasking/book-1

  book

  645340277

• jdtoscano94/Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_DeepONets

  Physics Informed Machine Learning Tutorials (Pytorch and Jax)

  Language:Jupyter Notebook4721210171

• PredictiveIntelligenceLab/jaxpi

  Language:Python23391852

• Raocp/PINN-laminar-flow

  Physics-informed neural network for solving fluid dynamics problems

  Language:Python1997551

• levimcclenny/SA-PINNs

  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]

  Language:Python18611838

• Jing--Li/book

  book

  180130396

• techqueria/data-structures-and-algorithms

  Let's go over data structures and algorithms together. We will use Cracking the Coding Interview as reference

  Language:Python11311595

• Shengfeng233/PINN-for-NS-equation

  A pytorch implementaion of physics informed neural networks for two dimensional NS equation

  Language:Python110259

• maziarraissi/DeepVIV

  Deep Learning of Vortex Induced Vibrations

  Language:Python8712251

• BhorisDhanjal/MathsRevisionCheatSheets

  A few Mathematics Revision Cheat Sheets I've made on LaTeX.

  Language:TeX853012

• Alexzihaohu/NSFnets

  PINN in solving Navier–Stokes equation

  Language:Python812325

• stnamjef/SPINN

  Source code for Separable PINN

  Language:Python603419

• Shengfeng233/PINN-for-turbulence

  A pytorch implementation of several approaches using PINN to slove turbulent flow

  Language:Python55317

• raj-brown/APMA_2070_ENGN_2912_SPRING_2024

  Language:Jupyter Notebook484116

• ZPZhou-lab/tfkan

  The tensorflow implementation of KANs

  Language:Python456179

• Scien42/NSFnet

  PINNs for 2D Incompressible Navier-Stokes Equation

  Language:Jupyter Notebook33106

• bessagroup/3dasm_course

  Data-Driven Design & Analysis of Structures & Materials (3dasm)

  Language:Jupyter Notebook170018

• kacperkan/drawio2pdf

  Script to convert your beautiful draw.io diagrams into tikz-like figures! 📈

  Language:Python11102

• somdattagoswami/Approximating-StiffKinetics

  Language:Python8101

• thefundamentaltheor3m/SU-Theory-in-python

  An attempt to implement the basics of Shestakov-Umirbaev Theory in python as part of a group research project for university.

  Language:Shell2200