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Incident-GNN-CP

The official code for the paper: Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis

TimeMIL

The code for the paper: TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning

RD-DPP

The code for the paper: RD-DPP: Rate-Distortion Theory meets Determinantal Point Process to Diversify Learning Data Samples

DeepDIH

DH-GAN

The code for the paper: DH-GAN: A Physics-driven Untrained Generative Adversarial Network for 3D Microscopic Imaging using Digital Holography

SCMIL

This repo is for the paper titled "SC-MIL"

DDPP

The implementation of the paper: Learning on Bandwidth Constrained Multi-Source Data with MIMO-inspired DPP MAP Inference

NMFLibrary

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

Flame_2_dataset

the codes are for the series CNN baselines tested in our wildfile flame detection dataset.

awesome-active-learning

Hope you can find everything you need about active learning in this repository.

deep-active-learning

An implementation of the state-of-the-art Deep Active Learning algorithms

FedLab-benchmarks

Standard federated learning implementations in FedLab and FL benchmarks.

Network-level-safety-metrics

Some codes to extract network-level metrics for the paper: "Network-level safety metrics for overall traffic safety assessment: A case study"

AlgorithmsAndDataStructure

Algorithms And DataStructure Implemented In Python & CPP, Give a Star 🌟If it helps you

Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

CommPy

Digital Communication with Python

loss-landscape

Code for visualizing the loss landscape of neural nets

DPPy

Python toolbox for sampling Determinantal Point Processes

backdoor-learning-resources

A curated list of backdoor learning resources

Yolov5_DeepSort_Pytorch

Real-time multi-object tracker using YOLO v5 and deep sort

lwe-on-rsa-copro

Proof of concept code for running RLWE schemes on long integer multiplier co-processors

INF502

interaction-dataset

Interaction Dataset Python Scripts

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

Introduction-to-the-Theory-of-Computation-Solutions

Solutions to Michael Sipser's Introduction to the Theory of Computation Book (3rd Edition).

Webots.HPC_RMS

Webots.HPC Sample Simulation - Roadway Merging Scenario

rlkit

Collection of reinforcement learning algorithms

DeepFlow

Abnormal Traffic Flow Detection with Siamese Networks