Shayan S.

stacked-autoencoder-pytorch. Stacked denoising convolutional autoencoder written in Pytorch for some experiments.

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

Kaggle-Passenger-Screening-Challenge-Solution. 10th place solution to the $1,500,000 Kaggle Passenger Screening Challenge.

hebbian-masks. An experiment with some brain-inspired ideas.

Denoise-CNN-for-realtime-path-tracing-attempt. 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)

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

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

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

mapreduce_replicate. Mapreduce replicate algorithm implemented in Python 3.

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

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

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

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