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acwj

A Compiler Writing Journey

applied-deep-learning

Applied Deep Learning Course

awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, and technical frameworks and illustrations in LaTeX.

basicreservoircomputing

Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents

brainpy

Brain Dynamics Programming in Python

clearml

ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

das

DAS-PINNs: A deep adaptive sampling method for solving high-dimensional partial differential equations

das-paddlepaddle

PaddlePaddle implementation for "DAS-PINNs: A deep adaptive sampling method for solving high-dimensional partial differential equations"

deeponet

Learning nonlinear operators via DeepONet

deeponet-fno

DeepONet & FNO (with practical extensions)

deepxde

A library for scientific machine learning and physics-informed learning

flax

Flax is a neural network library for JAX that is designed for flexibility.

gru_ode_bayes

Pytorch implementation of GRU-ODE-Bayes

hpm

Hidden physics models: Machine learning of nonlinear partial differential equations

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

long-time-integration-pi-deeponets

mathematicalengineeringdeeplearning

Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org

mockingbird

🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

models

natural-language-processing

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

neuralcde

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

neuralrdes

Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)

nlp_course

YSDA course in Natural Language Processing

nonlineardynamicstextbook

Nonlinear Dynamics: A concise introduction interlaced with code

obsidian_vault_template_for_researcher

This is a vault template for researchers using obsidian.

online-neural-cdes

Code for: "Neural Controlled Differential Equations for Online Prediction Tasks"

pde-find

physical_network

Boosting physics solver with neural network / Injecting physical prior into neural networks

physics-informed-deeponets

pinnpapers

Must-read Papers on Physics-Informed Neural Networks.