Paula Lauren's repositories
samr
An entry to kaggle's 'Sentiment Analysis on Movie Reviews' competition
DataScienceCourse3
Course 3 in the Data Science Specialization
GettingAndCleaningDataProject
course project for Class 3 in Data Science Specialization
deep-learning
Deep Learning Reading List of some of the materials i found on the web for Deep Learning beginners.
word_embeddings
Code for the blog post "Making Sense of Word2vec"
pmtk3
Probabilistic Modeling Toolkit for Matlab/Octave.
DeepLearningMovies
Kaggle's competition for using Google's word2vec package for sentiment analysis
deeplearning4j-nlp-examples
Deep Learning4j NLP Examples
scikit-learn
scikit-learn: machine learning in Python
ml
Implementations of classic Machine Learning algorithms
gensim
Topic Modelling for Humans
neuralnetworks
java deep learning algorithms and deep neural networks with gpu acceleration
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
coding-the-matrix
Homework repo for Coding the Matrix book
datasci_course_materials
Public repository for course materials for the Spring 2013 session of Introduction to Data Science, an online coursera course.
kaggle-burn-cpu
Code for the "Burn CPU, burn" competition at Kaggle. Uses Extreme Learning Machines and hyperopt.
lenskit
LensKit recommender toolkit.
lenskit-hello
Hello World for LensKit.
testGithub
test directory
n-grams
My Python n-gram Language Model from an NLP course. Since there are so public implementations, I feel free to post mine.
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
stat-cookbook
The probability and statistics cookbook
DeepLearnToolbox
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
kod
My personal code
pwum
Python web usage mining library
pyner
Python interface to the Stanford Named Entity Recognizer
Static-mahout-recommender-tutorial
Static Mahout Recommender (as simple as you can get) - Used for a youtube tutorial.
semanticpy
A collection of semantic functions for python - including Latent Semantic Analysis(LSA)