小怪兽's repositories
Spatio-Temporal-Data-Mining-Survey
Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
GNN-LSTM-based-Fusion-Model-for-Structural-Dynamic-Responses-Prediction
A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.
synthcity
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
Differential-Privacy-Based-Federated-Learning
Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
SoK-TrajGen
Artifacts for SoK: Can Trajectory Generation Combine Privacy and Utility?
shujujizhengliu
Awesome Dataset Distillation Papers
Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn
Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently
astroML-tianwenxue
Machine learning, statistics, and data mining for astronomy and astrophysics
stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
LegalEx
LegalEx, a leading legal tech platform, streamlines daily legal tasks for lawyers, ensuring they stay current. It simplifies complex terms, analyzes cases efficiently, and amid data overload, excels in text analysis. Legalex, a LegalTech innovator, prioritizes streamlining the legal process for professionals.
PFLlib
Personalized federated learning simulation platform with non-IID and unbalanced dataset
google-research
Google Research
weixing-tongxin
This is the repository for the collection of open source code and data for satellite communication.
shap
A game theoretic approach to explain the output of any machine learning model.
people-dataset
State-of-the-art 2D and 3D Face Analysis Project
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)
openlaw_analysis
该项目用于法律文书数据分析，可自动从openlaw网站上爬取文书数据，存储在本地，然后进行分析以及可视化。
OpenCommLab
This is the repository for collecting and summarizing open-source datasets and tools for communication networks.
RAoPT
Reconstruction Attack on Differential Private Trajectory Protection Mechanisms
Stochastic-Futures-Prediction
Introductory tutorials for trajectory generation.
CATS
Conditional Adversarial Trajectory Synthesis
LED
[CVPR2023] Leapfrog Diffusion Model for Stochastic Trajectory Prediction
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, ... 🧠
LGFA
Source code for KSEM23 “Local-Global Fusion Augmented Graph Contrastive Learning Based on Generative Models”
Trafformer
Source code for AAAI23 “Trafformer: Unify Time and Space in Traffic Prediction”