elena-du Goto Github PK

a-bit-of-deep-learning-and-keras

Follow along repo for the eponymously named youtube playlist

ads_teaching

Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning, data engineering, team work, presentation, endurance of frustration, etc).

alocc_keras

Keras implementation of Adversarially Learned One-Class Classifier or ALOCC for short.

apparel-image-recognition

This project is aimed to explore trade-offs between ML techniques accuracies, time of execution and sizes of training set in R.

awesome-readme-file

This is a test depository

bigdata

This repository hosts the code/projects/demos/slides for Big Data technologies under Apache Hadoop and Apache Spark umbrella.

blogger_boost

Application to help bloggers lean about themselves and engage in their community

cardio

CardIO is a library for data science research of heart signals

chexnet

A pytorch reimplementation of CheXNet

contoso-chat

deepecg

ECG classification programs based on ML/DL methods

dsp

Metis Data Science Bootcamp - Official Prework Repository

ecg-identification

elena-du.github.io

improving-image-resolution-with-cnn

work in progress

improving-performance-of-r-code

Review of the methods to programmatically monitor the efficiency of R code in terms of computational speed and memory. The overview closely follows the following textbook: APA (American Psychological Assoc.) Lim, A., & Tjhi, W. (2015). R High Performance Programming. Birmingham, UK: Packt Publishing.

military-interstate-dispute-analysis

This data set records all instances of when one state threatened, displayed, or used force against another. Version 4.3 covers the 1816-2010 period. Primary dataset is collected here https://correlatesofwar.org/data-sets/MIDs.

panelplots

Panel plots in R

physionet2017

PhysioNet 2017 Entry: AF Classification from a short single lead ECG recording

project4

project_2_max_gebhard

Project 2 for Max Gebhard

pwa-template

recommender-system---ted-talks

I combine topic modeling of transcripts of TED Talks with sentiment analysis of the comments to produce the recommendations for viewers based on topic relevance and positivity of the audience perception.

spring2019-proj1-elena-du

Spring2019-Proj1-elena-du created by GitHub Classroom

test

understanding-comedy

Why something is funny? This project digs into the topic. It is an on-going project.

workshop-library

A library of workshops written by and for Microsoft Learn Student Ambassadors and Cloud Advocates and their local communities

yoga-video-youtube-analysis