lululxvi

tensorflow

An Open Source Machine Learning Framework for Everyone

keras

Deep Learning for humans

jax

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

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

pytorch_geometric

Graph Neural Network Library for PyTorch

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

PySyft

Perform data science on data that remains in someone else's server

TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

flax

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

deap

Distributed Evolutionary Algorithms in Python

dm-haiku

JAX-based neural network library

loss-landscape

Code for visualizing the loss landscape of neural nets

deepxde

A library for scientific machine learning and physics-informed learning

tensorflow-federated

An open-source framework for machine learning and other computations on decentralized data.

neuraloperator

Learning in infinite dimension with neural operators.

optax

Optax is a gradient processing and optimization library for JAX.

chebfun

Chebfun: numerical computing with functions.

Diffractor.jl

Next-generation AD

PaddleScience

PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.

deeponet-fno

DeepONet & FNO (with practical extensions)

idrlnet

IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.

neuraluq

gpinn

gPINN: Gradient-enhanced physics-informed neural networks

pinn-sampling

Non-adaptive and residual-based adaptive sampling for PINNs

AccurateBG

Patient-specific blood glucose prediction using deep learning, considering the challenges of "small dataset" and "data imbalance"

mionet

MIONet: Learning multiple-input operators via tensor product

multifidelity-deeponet

Multifidelity DeepONet

sbinn

SBINN: Systems-biology informed neural network

deeponet-extrapolation

DeepONet extrapolation

OpenRBC_spleen

Open_RBC with application of modeling RBC passing through the spleen