Popular GitHub Repositories for Penalty

[CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation

Pytorch implementation of Wasserstein GANs with Gradient Penalty

Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"

A Python library for Gene–environment interaction analysis via deep learning

A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.

Experiments of the three PPO-Algorithms (PPO, clipped PPO, PPO with KL-penalty) proposed by John Schulman et al. on the 'Cartpole-v1' environment.

Tensorflow Wasserstein GAN implementation with TFRecord data format. WGAN, WGAN-GP (gradient penalty), DCGAN and showing example usage with CelebA dataset.

Understanding Hyperparameters

An implementation of one personal project to gain experience with Generative Adversarial Network models and in particular on Wasserstein GAN with gradient penalty. The final application's purpose is to generate synthetic images given a food category.

This repository contains the code for the blog post on Understanding L1 and L2 regularization in machine learning. For further details, please refer to this post.