faucetsdn/faucet

Poseidon is a python-based application that leverages software defined networks (SDN) to acquire and then feed network traffic to a number of machine learning techniques. The machine learning algorithms classify and predict both the type of device and if the device is acting normally or abnormally.

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

A production-ready SDN controller, and a highly-extensible SDN framework.

SDN Troubleshooting System

FID calculation with proper image resizing and quantization steps

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

crypto utilities as a way of learning

Raspberry Pi Spectrometer