smguo

SVM-for-FX-rate

SVM classifer to predict the direction of change of the foreign currency exchange rate

Predict-conversion-rates-of-browsing-activities

Python script to predict conversion rates of browsing activities collected from a commercial website. The script constructs 4 models and compares their performances: Gradient boosting tree, linear SVM, Random Forest, logistic regression

A-B-test

Script for analyzing A/B test results

Deep-learning-for-cell-images

Small convnet model to classify cell images with different conditions

FCS-Bayes

Bayesian classifier to classify molecular motions in fluorescence microscopy videos

Fluorescence-image-simulator

Simulate fluorescence videos of molecules undergoing diffusion or directed motion

github-actions-for-ci

hierarchical-clustering-of-single-synaptic-profiles

Performs hierarchical clustering using Seaborn "clustermap" function on synaptic features

Kaggle-Predicting-Red-Hat-Business-Value

Script for Kaggle Competetion Predicting Red Hat Business Value

microDL

U-Net segmentation/regression/classification in 2/2.5/3D, designed for microscopy image data.

multiSero

serological measurements from multiplexed ELISA assays

t-SNE-visualization-of-single-synaptic-profiles

Visualizing high-dimensional single synaptic profiles using t-SNE