小怪兽's repositories
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This Repository is implementation of majority of Semantic Segmentation Loss Functions
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
CA4P-483
NLP dataset: Chinese Android privacy policy dataset
CATS
Conditional Adversarial Trajectory Synthesis
chinese-sentiment-classification
简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业
datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
Deep-Packet
Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning
Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-
Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis（pytorch） 深度残差收缩网络应用于故障诊断
differential_privacy_in_mas
Code for the project "Differential Privacy in Cooperative Multiagent Planning".
FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
free-programming-books
:books: Freely available programming books
google-research
Google Research
Keras-GAN
Keras implementations of Generative Adversarial Networks.
LSTM-TrajGAN
LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection
mlforhealthlabpub
Machine Learning and Artificial Intelligence for Medicine.
NIID-Bench
Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
OpenCommLab
This is the repository for collecting and summarizing open-source datasets and tools for communication networks.
people-dataset
State-of-the-art 2D and 3D Face Analysis Project
PFLlib
Personalized federated learning simulation platform with non-IID and unbalanced dataset
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)
saliency
Contextual Encoder-Decoder Network for Visual Saliency Prediction [Neural Networks 2020]
secretflow
A unified framework for privacy-preserving data analysis and machine learning
shap
A game theoretic approach to explain the output of any machine learning model.
weixing-tongxin
This is the repository for the collection of open source code and data for satellite communication.