Mohammad Malekzadeh's repositories
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)
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)
vicious-classifiers
Vicious Classifiers: Data Reconstruction Attack at Inference Time
m5stack-lab
A tutorial on how to get your hands in the combination of M5stack, Arduino, and Jupyter Notebook
coding-interview-university
A complete computer science study plan to become a software engineer.
cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
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
private-ai
Repo for Udacity's Secure & Private AI course
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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]