pa-wan Goto Github PK

net_intrusion_detection

Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution

network-log-and-traffic-analysis

Identify malicious behavior and attacks using Machine Learning with Python

neural-backed-decision-trees

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

neural-decision-forests

An implementation of the Deep Neural Decision Forests in PyTorch

ns-3

ns-3 suite with implemented Adaptive RED, Red with priority queues (aka GRED), OldestPacketDrop queue (aka FIFO FAST), RED with ECN support, TCP with ECN suport, DCTCP, D2TCP and CoDel with ECN suport

ok-genetic-proj

one-shot-reinforcement-learning-classification

online-3d-bpp-drl

online-3d-bpp-pct

We propose to enhance the practical applicability of online 3D-BPP via learning on a hierarchical packing configuration tree which makes the DRL model easy to deal with practical constraints and well-performing even with continuous solution space.

online-flexible-resource-allocation

Flexible resource allocation for edge cloud computing with reinforcement learning

openfl

An open framework for Federated Learning.

optimizer-using-niapy

This is my final semester project of Advance Machine Learning course

p4-learning

Compilation of P4 exercises, examples, documentation, slides for learning or teaching

p4-traffictool

p4-traffictool helps in packet generation, parsing and dissection for popular backends

packetgann

Generate synthetic network attack packet flows using generative adversarial networks.

paper-with-code-of-wireless-communication-based-on-dl

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

parl

A high-performance distributed training framework for Reinforcement Learning

patectsdgym

A refactor and extension of the PATECTGAN model with an evaluation suite based on OpenDP

percom2021-fl

Federated_learning codes used for the the paper "Evaluation of Federated Learning Aggregation Algorithms" and "A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison"

pfl-non-iid

Personalized federated learning simulation platform with Non-IID and unbalanced dataset

poc-federated-learning-using-tabular-data

POC Federated learning using Tabular data and Flower framework

poisoning-attack-fl-ids

POISONING ATTACK MACHINE LEARNING-BASED IDS IN FEDERATED LEARNING USING GAN

practicing-federated-learning

priv-sec-ai-blog

Code for Blog Posts on Private & Secure AI

probatus

Validation of binary classifiers and data used to develop them

production-level-deep-learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

projectactivityscheduler

Student project for the Heuristic Optimization Methods course @ FER

psforest

Paper of ACML 2020: "PSForest: Improving Deep Forest via Feature Pooling and Error Screening"

psokeras

Demonstration of Particle Swarm Optimization as a training algorithm for Keras neural network models as a gradient-free training alternative to backpropagation.

pymdp

Markov decision processes in Python