lululxvi

lululxvi's Stars

• tensorflow/tensorflow

  An Open Source Machine Learning Framework for Everyone

  Language:C++187k7.5k40.1k74.4k

• keras-team/keras

  Deep Learning for humans

  Language:Python62.3k1.9k12.3k19.5k

• jax-ml/jax

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

  Language:Python30.9k3365.8k2.8k

• PaddlePaddle/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）

  Language:C++22.4k71618.5k5.6k

• pyg-team/pytorch_geometric

  Graph Neural Network Library for PyTorch

  Language:Python21.7k2543.6k3.7k

• microsoft/nni

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

  Language:Python14.1k2842.1k1.8k

• OpenMined/PySyft

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

  Language:Python9.6k1983.4k2k

• tensorlayer/TensorLayer

  Deep Learning and Reinforcement Learning Library for Scientists and Engineers

  Language:Python7.3k4594671.6k

• google/flax

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

  Language:Jupyter Notebook6.2k87936653

• DEAP/deap

  Distributed Evolutionary Algorithms in Python

  Language:Python5.9k1925201.1k

• google-deepmind/dm-haiku

  JAX-based neural network library

  Language:Python2.9k37249233

• tomgoldstein/loss-landscape

  Code for visualizing the loss landscape of neural nets

  Language:Python2.9k3341406

• lululxvi/deepxde

  A library for scientific machine learning and physics-informed learning

  Language:Python2.8k55792762

• google-parfait/tensorflow-federated

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

  Language:Python2.3k720583

• neuraloperator/neuraloperator

  Learning in infinite dimension with neural operators.

  Language:Python2.3k37224589

• google-deepmind/optax

  Optax is a gradient processing and optimization library for JAX.

  Language:Python1.7k35263197

• chebfun/chebfun

  Chebfun: numerical computing with functions.

  Language:MATLAB621591.1k144

• JuliaDiff/Diffractor.jl

  Next-generation AD

  Language:Julia436297531

• PaddlePaddle/PaddleScience

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

  Language:Python3022069184

• lu-group/deeponet-fno

  DeepONet & FNO (with practical extensions)

  Language:Python24842255

• idrl-lab/idrlnet

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

  Language:Python21013657

• Crunch-UQ4MI/neuraluq

  Language:Python15761134

• lu-group/gpinn

  gPINN: Gradient-enhanced physics-informed neural networks

  Language:Python814616

• lu-group/pinn-sampling

  Non-adaptive and residual-based adaptive sampling for PINNs

  Language:Python621614

• yixiangD/AccurateBG

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

  Language:Python423311

• lu-group/sbinn

  SBINN: Systems-biology informed neural network

  Language:Python3041217

• lu-group/mionet

  MIONet: Learning multiple-input operators via tensor product

  Language:Python281310

• lu-group/multifidelity-deeponet

  Multifidelity DeepONet

  Language:Jupyter Notebook273213

• lu-group/deeponet-extrapolation

  DeepONet extrapolation

  Language:Python25106

• dpdclub/OpenRBC_spleen

  Open_RBC with application of modeling RBC passing through the spleen

  3100