Aspasia Vozi's starred repositories
feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
synthetic_perceptron_2020
algorithm code
synthetic_perceptron_2021
algorithm code
Clustering-Project-of-Amyotrophic-Lateral-Sclerosis-ALS-
In this project, we will work with historical data about a disease called amyotrophic lateral sclerosis (ALS) by using Clustering Methods.
clustering-interval-censored
Code for "Clustering Interval-Censored Data for Disease Phenotyping" (AAAI 2022)
curriculum-notebooks
Jupyter notebooks for teaching Python for Data Science. Used by our Girls Who Code Club & Summer Experience.
PatientExploreR
Dynamic visualization of Electronic Health Record data in the OMOP framework
Awesome-Bioinformatics
A curated list of awesome Bioinformatics libraries and software.
causal-curve
A python package with tools to perform causal inference using observational data when the treatment of interest is continuous.
adversarial-examples
The purpose of this project is dual: primarily, to build a CNN model that can accurately classify input images from the MNIST and CIFAR10 datasets; as an extension, to create adversarial examples that can trick the CNN into mis-classifying the input.
compartmental-models
COPASI Implementation of a 6-compartment SEIARD model for the simulation of the COVID-19 pandemic.
rna-folding
RNA folding; implementation of the Zuker algorithm.
machine-learning-chunks
Machine Learning paraphernalia; a composition of various Machine Learning problems, tasks, algorithms, implementations.
digit-recognizer
π An image classifier to recognize handwritten digits.
iris-flower-classification
πΌ Classify the different species of the Iris flower.
pima-indians-classification
πͺ Predict whether or not a patient has diabetes, based on certain diagnostic measurements included in the dataset
chip-seq-analysis-replication
π¬ A replication of ChiP-Seq analysis from an experiment regarding gene induction and repression during terminal erythropoiesis that are mediated by distinct epigenetic changes
single-cell-data-analysis
𧫠A data analysis pipeline that accepts as input a single-cell synthetic dataset
RNA-folding
𧬠Zuker: An RNA secondary structure prediction algorithm
pneumonia-detection
π A two-headed classification model to detect pneumonia using neural networks and traditional machine learning.