Hhhhhh's repositories
EasyFL
An easy-to-use federated learning platform
FILM-Ensemble
[NeurIPS 2022] FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
FLGo
An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).
Neural-Process-Family
Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.
ObjectivePersonalityTest
A self-report testing tool for typing someone in the Objective Personality system.
PFL-Non-IID
Personalized federated learning simulation platform with non-IID and unbalanced dataset
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-generative-model-collections
Collection of generative models in Pytorch version.
pytorch-vq-vae
PyTorch implementation of VQ-VAE by Aäron van den Oord et al.
pytorch-vqvae
Vector Quantized VAEs - PyTorch Implementation
pytorch_image_classification
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet
Simpsons-Image-Colorization-using-cGAN-and-PatchGAN
In this project, grayscale images were colorized automatically using Conditional Generative Adversarial Networks (cGANs). The best results were achieved using a PatchGAN discriminator.
VAE
Implementation of VAE and CVAE using Pytorch on MNIST dataset
VQGAN-pytorch
Pytorch implementation of VQGAN (Taming Transformers for High-Resolution Image Synthesis) (https://arxiv.org/pdf/2012.09841.pdf)