Stacked denoising convolutional autoencoder written in Pytorch for some experiments.

A new technique to increase receptive field in convolutional neural networks without losing so much information.

Keeping the inputs and outputs to a neural network secret with vector homomorphic encryption.

An experiment with some brain-inspired ideas

10th place solution to the $1,500,000 Kaggle Passenger Screening Challenge sponsored by the Department of Homeland Security.

This Python script graphs various statistics of PCAP / PCAPNG captures made in monitor mode for analyzing wireless congestion.

An attempt at a convolutional neural network for denoising incomplete path tracing renders using Feature Pyramid Networks of Lin et al. (https://arxiv.org/pdf/1612.03144.pdf)

Mapreduce replicate algorithm implemented in Python 3.

A HTTP/HTTPS proxy for man-in-the-middle attacks in Python.

Pythonic implementation of a O(nlog(n)) Weighted Job Scheduling algorithm with dynamic programming.

Uses libpcap to sniff traffic and outputs in the pcapng format.

Creating a Reddit bot with deep learning.

Working GloVe implementation with AdaGrad gradient descent in pure python and numpy and ~100 lines of code.

Working word2vec skipgram implementation with AdaGrad gradient descent in pure python and numpy in~100 lines of code.

An attempt to snoop on wireless devices with libpcap...maybe come back to this later.

Thing I did to help me learn C# and Visual Studio.

Easily find your classes on GOLD with this Chrome extension for UCSB students!