karenl1 Goto Github PK

followers: 30.0 following: 14.0 repos: 23.0 gists: 0.0

Name: Karen Li

Type: User

Company: @rockset

Location: san mateo

Karen Li's Projects

anomaly-recommender

Implementation of the anomaly detection algorithm to detect failing servers on a network and implementation of a recommender system for movies, for Week 9 of Machine Learning (Coursera).

biasvariance

Implementation of regularized linear regression to study models with different bias-variance properties, for Week 6 of Machine Learning (Coursera).

codekaren.github.io

My personal website

cyberspider

Searching and crawling through thousands of logs of data stored in hash tables (hash tables implemented with binary files).

dinesum

Android application for making "reservations" at popular restaurants.

folly

An open-source C++ library developed and used at Facebook.

$frackman icon$ frackman

Arcade-style video game featuring angry protestors and our titular protagonist, FrackMan!

googletest

GoogleTest - Google Testing and Mocking Framework

hiredis

Minimalistic C client for Redis >= 1.2

k-means-pca

An implementation of the K-Means clustering algorithm to compress an image and using PCA to find low-dimensional representations of images, for Week 8 of Machine Learning (Coursera).

linearregression

Implementation of multivariate linear regression using gradient descent and the normal equation for Week 2 of Machine Learning (Coursera).

logisticregression

Implementation of logistic regression, both with and without regularization, for Week 3 of Machine Learning (Coursera).

mapclass

Implementation of a map data structure using a doubly linked list with head and tail pointers.

multiclassclassification

Implementation of one vs. all logistic regression and neural networks to recognize hand-written digits, for Week 4 of Machine Learning (Coursera).

neuralnetwork

Implementation of forward propagation and back propagation algorithm for neural networks applied to the task of handwritten digit recognition, for Week 5 of Machine Learning (Coursera).