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lipschitz-network

Here are 9 public repositories matching this topic...

matlab-deep-learning / constrained-deep-learning

Constrained deep learning is an advanced approach to training deep neural networks by incorporating domain-specific constraints into the learning process.

deep-learning monotonicity neural-networks deep-learning-algorithms monotonic convex lipschitz lipschitz-network convex-neural-network ai-verification

Updated Apr 28, 2025
MATLAB

deel-torchlip

deel-ai / deel-torchlip

Build and train Lipschitz-constrained networks: PyTorch implementation of 1-Lipschitz layers. For TensorFlow/Keras implementation, see https://github.com/deel-ai/deel-lip

pytorch robustness lipschitz-network

Updated Mar 23, 2026
Python

GCoiffier / 1-Lipschitz-Neural-Distance-Fields

Signed distance field computation using 1-Lipschitz neural networks - Pytorch implementation

pytorch sdf implicit-neural-representation lipschitz-network

Updated May 5, 2025
Python

zbh2047 / L_inf-dist-net-v2

[ICLR 2022] Training L_inf-dist-net with faster acceleration and better training strategies

adversarial-robustness certified-defense l-inf-dist-net certified-robustness lipschitz-network

Updated Mar 16, 2022
Cuda

blaisedelattre / lip4conv

Code for Spectral Norm of Convolutional Layers with Circular and Zero Paddings and Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration

spectral pytorch convolutional-layers norm lipschitz-regularization lipschitz-constant lipschitz-network

Updated Feb 2, 2024
Python

mieskolainen / icenet

D<ee>p Learning [dev library]

deep-learning pytorch high-energy-physics cern cms-experiment lhc optimal-transport normalizing-flows domain-adaptation xgboost-algorithm graph-neural-networks sliced-wasserstein-distance mutual-information-neural-estimator icenet lipschitz-network iceboost kolmogorov-arnold-networks deepefficiency

Updated Aug 30, 2025
Python

Marius-Juston / DeepLipschitzResNet

Implementation of the LDLT Lipschitz Network

neural-network pytorch residual-networks research-paper lipschitz-network

Updated Nov 13, 2025
Python

Marius-Juston / SLLLipschitzInitialization

pytorch statistical-analysis research-paper lipschitz-network

Updated Oct 29, 2025
Python

cccfurkanccc32-coder / dev-learning-library

Track coding progress and build a practical web development reference with examples, notes, and exercises focused on HTML, CSS, and JavaScript.

css express sql deep-learning cloudflare reinforcement-learning-algorithms high-energy-physics ddpg lhc domain-adaptation xgboost-algorithm ppo sliced-wasserstein-distance mutual-information-neural-estimator coding-practice icenet lipschitz-network kolmogorov-arnold-networks

Updated Apr 9, 2026
JavaScript

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