aspav

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.

Origent

The project is to predict Amyotrophic lateral sclerosis(ALS)disease progression rates

AD-DL

A Deep Learning framework for detecting the risk of developing Alzheimer's Dementia

Economy

Source code to reproduce our machine learning journal paper on early classification of time series.

Bayesian_ETR

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.

intro_dgm

"Deep Generative Modeling": Introductory Examples

PatientExploreR

Dynamic visualization of Electronic Health Record data in the OMOP framework

Awesome-Bioinformatics

A curated list of awesome Bioinformatics libraries and software.

APPLS

Applied Python Programming for Life Scientists

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.

Optimus

Optimus is a mathematical programming library for Scala.

PRML

PRML notes, proofs and algorithms implemented in Python

ScalaTIKZ

ScalaTIKZ is an open-source library for PGF/TIKZ vector graphics.

digit-recognizer

🔍 An image classifier to recognize handwritten digits.

iris-flower-classification

🌼 Classify the different species of the Iris flower.

pima-indians-classification

🪓 Predict whether or not a patient has diabetes, based on certain diagnostic measurements included in the dataset

chip-seq-analysis-replication

🔬 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

🧫 A data analysis pipeline that accepts as input a single-cell synthetic dataset

RNA-folding

🧬 Zuker: An RNA secondary structure prediction algorithm

RMSD

📐 Implementation of the c-RMSD and d-RMSD algorithms

pneumonia-detection

🎈 A two-headed classification model to detect pneumonia using neural networks and traditional machine learning.