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MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.
Pytorch Implementation of paper "Noisy Natural Gradient as Variational Inference"
Optimizing PAC-Bayes bounds for Stochastic Neural Networks with Gaussian weights
A working Python implementation of a Secure Aggregation protocol adapted from ”Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawitz et. al)“
An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawitz et. al)" in Python.
Characterizing and Optimizing End-to-End Systems for Private Inference
SecLists is the security tester's companion. It's a collection of multiple types of lists used during security assessments, collected in one place. List types include usernames, passwords, URLs, se…
A detailed plan to achieve proficiency in hacking and penetration testing, with pathways including obtaining a degree in cybersecurity or earning relevant certifications.
Homepage for CSC417: Physics-based Animation
My assignments solutions on a course called Enriched Data Structures and Analysis, offered by University of Toronto
Check if people follows you back on Instagram.
A diverse benchmark database for multi-paradigm facial beauty prediction
Generate all possible timetables/schedules given a list of course codes. Includes RMP rating, filtering options
Welcome to the future of programming languages: OK?
Open data APIs for interfacing with public information from the University of Toronto.
A server-side Forge mod for Minecraft, adding a configurable ban timer upon player death
A CLI and web API for centralized dataset aggregation and content management
Play SET using image recognition and deep learning
Code for our ICCV'17 paper "MemNet: A Persistent Memory Network for Image Restoration" (SPOTLIGHT Presentation)
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep N…