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gans

Various GANs for playing around

gans-awesome-applications

Curated list of awesome GAN applications and demo

ggl

A pytorch implementation of the paper "Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage".

gnuradio

GNU Radio – the Free and Open Software Radio Ecosystem

hfss-matlab-api

HFSS-MATLAB-API is a library toolbox to control Ansoft HFSS from MATLAB using the HFSS Scripting Interface. This tool provides a set of MATLAB functions to create 3D objects in HFSS by generating the required HFSS Scripts. Basically, anything that can be done in HFSS user interface and the 3D Modeler can be done with this library of functions. Once a script is generated in this manner, it can be run in HFSS to generate the 3D model, solve it and export the data. You create your entire design in MATLAB and basically use HFSS to solve it.

hmm

An implementation of the Viterbi Algorithm for training Hidden Markov models. This repo accompanies the video found here: https://www.youtube.com/watch?v=kqSzLo9fenk

hmm-action-recognition

Action recognition using skeleton information based on HMM model

hw1

hybridbeam

Source code for AAAI 22 paper: Hybrid Neural Networks for On-Device Directional Hearing

improved-gan

Code for the paper "Improved Techniques for Training GANs"

kepler.gl

Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.

keras

Deep Learning for humans

learningtocompare_fsl

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

libacousticsensing

Lib acoustic sensing is a utility library easing the process to design apps based on acoustic information

limu-bert-public

A lite BERT for IMU sensor data

linear-separability

Methods for Testing Linear Separability

linux-80211n-csitool-supplementary

802.11n CSI Tool based on iwlwifi and Linux-2.6

magenta

Magenta: Music and Art Generation with Machine Intelligence

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

matlab-hmm

Open source HMM toolbox, with Discrete-HMM, Gaussian-HMM, GMM-HMM. (matlab)

millisonic

Pushing the limits of acoustic motion tracking

mmreliable

Artifacts for Sigcomm'21 paper "Two beams are better than one: Enabling reliable and high throughput mmWave links."

nelora-sensys

NELoRa Code for Sensys Conference

nexmon

The C-based Firmware Patching Framework for Broadcom/Cypress WiFi Chips that enables Monitor Mode, Frame Injection and much more

nlp-beginner

NLP上手教程

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

ntu-hsuantienlin-machinelearning

onefi

One-shot Recognition for Unseen Gesture with COTS WiFi

pca

Principal Component Analysis

people-gait

毫米波步态数据集