Sari Saba Sadiya's Projects
Keras Layer implementation of Attention
A list of terrible algorithms wreaking havoc on unsuspecting communities
Deep Learning pipeline for motor-imagery classification.
Bringing Old Photo Back to Life (CVPR 2020 oral)
A tutorial for debugging Javascript / HTML websites for CHI fellows
A guide on how to run cognitive experiments with openBCI and lsl
concept-drift in electroencephalography data
Decoing EEG from Passive Viewing
Designing Game AIs Using MinMax with and without alpha beta pruning. This was created initially as a project for students in cse 440.
Code for the artifact correction section from the paper "Unsupervised EEG Artifact Detection and Correction".
Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"
A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital Health, 2020.
Pipeline for using EEGLAB with EEGEXtract for unsupervised atrifact detection
Code for the paper "Feature Imitating Networks" by Sari Saba-Sadiya, Tuka Alhanai, and Mohammad M Ghassemi
Kora 3 Documentation. Scroll down for an index and more information
A Naive Bayesian Network implementation for sentiment analysis. This partial version is intended as an exercise for CSE 440 students.
A step by step guide for Neural Networks
Neural machine translation with LSTM and different attention implemetations. An extention of thushv89 example of nmt using GRU.
A generic Java toolkit for building dialogue systems
PenPalApp (ROCPAL) development repository
Building a simple perception classifier for hand digit recognition (MNIST dataset). This partial version is intended as an exercise for CSE 440 students.
Portfolio optimization using python: using simple concepts from Modern Portfolio Theory (MPT) to pick stocks based on past performance. This partial version is intended as an exercise for CSE 440 students.
Bootstrap style template for academic website
multiple classifiers, shap value analysis, HPCC / slurm friendly setup