mmalekzadeh

motion-sense

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)

dana

DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)

privacy-preserving-bandits

Privacy-Preserving Bandits (MLSys'20)

replacement-autoencoder

Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis (IoTDI'18)

honest-but-curious-nets

Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)

sensplit

This python package helps to splits a sensor dataset (in Pandas DataFrame format) into train and test sets.

m5stack-lab

A tutorial on how to get your hands in the combination of M5stack, Arduino, and Jupyter Notebook

vicious-classifiers

Vicious Classifiers: Data Reconstruction Attack at Inference Time

v-information

coding-interview-university

A complete computer science study plan to become a software engineer.

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

databox

Databox container manager and dashboard server

driver-pi-hat

eraser

A chrome extension for erasing all your likes in Twitter.

Federated-Learning-PyTorch

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

FedMatch

This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning

keras

Deep Learning for humans

keras-io

Keras documentation, hosted live at keras.io

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

mmalekzadeh.github.io

Mohammad Malekzadeh Webpage

my-al-folio

A beautiful, simple, clean, and responsive Jekyll theme for Mo

opacus

Training PyTorch models with differential privacy

prisec-ml.github.io

private-ai

Repo for Udacity's Secure & Private AI course

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

reco-gym

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

SCUT-FBP5500-Database-Release

A diverse benchmark database for multi-paradigm facial beauty prediction

swift

Exercism exercises in Swift.

Unsupervised-Classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]