Darren's repositories
java-design-patterns
Design patterns implemented in Java
facenet
Face recognition using Tensorflow
Android-Face-Recognition-with-Deep-Learning-Library
Face Recognition library for Android devices is an Android library (module) which includes several face recognition methods.
Android-Universal-Image-Loader
Powerful and flexible library for loading, caching and displaying images on Android.
android-interview-questions
Your Cheat Sheet For Android Interview - Android Interview Questions
darknet
Convolutional Neural Networks
ctci
Cracking the Coding Interview, 5th Edition
Mining_Frequent_Patterns
Implement Apriori algorithm and closed/maximal pattern mining with Python
opencv
Open Source Computer Vision Library
android_guides
Extensive Open-Source Guides for Android Developers
Music-Mood-Detection-using-Text-Mining-on-Lyrics-
During my undergrad, I implemented a music recommendation system based on music digital track analysis. However, it's time for me to use text mining technology on lyrics to upgrade that project. Goals: (1)build a music mood(happy or sad) classifier based on lyrics analysis (2)what words and their distributions are in different mood categories? (3)How are the key words change in songs for the recent years? Project evaluation: (1)data collection: the training data and validation data will be collected from the largest lyric database on Lyricwiki.org (2)feature selection: the most common feature type to consider are BOW(bag of word) and POS(part of speech) combined with stemming using word-net (3)Training model : SVM, Naive Bayes using grid search method. (4)data visualization for goal two and three This project will be done using python on jupyter notebook. reference: Hu, X. (2010). Improving music mood classification using lyrics, audio and social tags (Doctoral dissertation, University of Arizona).
project-spring2017
Final project template
pafy
Python library to download YouTube content and retrieve metadata
info490-sp17
Advanced Data Science, University of Illinois Spring 2017
Text-Mining-Course
Course Notes for 590TXL, University of Illinois at Urbana-Champaign
cs199-sp17
Applied Cloud Computing - University of Illinois, Spring 2017
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
leetcode
Data structures and algorithms for interview preparation
spring2017
Course materials, including syllabus, datasets, scripts, lectures, etc
gaia_data_visualization
Learn some visualization technologies with gaia_data
alta
The Art of Literary Text Analysis
MLAlgorithms
Minimal and clean examples of machine learning algorithms
twitter_nlp
Twitter NLP Tools
info490-fa16
INFO 490: Foundations of Data Science, offered in the Fall 2016 Semester at the University of Illinois
http-api-design
HTTP API design guide extracted from work on the Heroku Platform API