Yang Xu's starred repositories
Per-FedAvg
PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).
federated-meta
Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"
Model-Inversion-SplitNN
Research into model inversion on SplitNN
invertinggradients
Algorithms to recover input data from their gradient signal through a neural network
Learning_to_Invert
Code repo for the UAI 2023 paper "Learning To Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning".
lobe-chat
🤯 Lobe Chat - an open-source, modern-design AI chat framework. Supports Multi AI Providers( OpenAI / Claude 3 / Gemini / Ollama / Azure / DeepSeek), Knowledge Base (file upload / knowledge management / RAG ), Multi-Modals (Vision/TTS) and plugin system. One-click FREE deployment of your private ChatGPT/ Claude application.
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
Plant-Pathology-2021
In the final project of the course - Introduction to Computer Vision, I participated in the Kaggle competition - Plant Pathology 2021. I`ve used different augmentations, re-trained and fine-tuned pre-trained architectures (VGG 19, Resnext50..) for classifying apple diseases. Through lack of time, I did not use CV methods and looked for ideal hyper parameters this time. In submission, I managed to get a Score of 0.79.
Plant_Pathology_2021-FGVC8_Kaggle_challenge
Kaggle competition : identify the category of foliar diseases in apple trees. Implementation of a CNN with Keras and TensorFlow, on TPU hardware.
Leaf-Disease-Classifier
Kaggle Plant Pathology 2021 - FGVC8
Dassl.pytorch
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
SYSU_Notebook
本项目分享了中山大学计算机学院本科和研究生阶段的课程资料、笔记、期末考试卷和其他实用的相关资源。希望对同学们的学习有所帮助❤️，如果喜欢记得给个star🌟
FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
Time-Series-Forecast
Codes for time series forecast
spark-traffic
使用Spark批量处理离线交通大数据
keras-dcgan
Keras implementation of Deep Convolutional Generative Adversarial Networks
zhihu
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
cifar10-tensorflow
cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率的影响，如何一步步得提高准确率