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restricted-boltzmann-machines
Restricted Boltzmann Machines in Python.dirichlet-process
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)ggplot2-tutorial
Quick introduction to ggplot2 (no knowledge of R assumed)link-prediction
Solution to Facebook's link prediction contest on Kaggle.scaldingale
Movie recommendations and more in MapReduce and Scaldingstreaming-simulations
Simulating the performance of various streaming algorithms. #experimentalmathematicsminifolds
ggplot2-inspired d3 app to make instant interactive visualizationsunsupervised-language-identification
An unsupervised language identification algorithm in Ruby, built originally for detecting English-language tweets.gap-statistic
An implementation of the gap statistic algorithm to compute the number of clusters in a set of numerical data.sarah-palin-lda
Topic Modeling the Sarah Palin emails.principal-components-analysis
Python/Numpy PCA using the transpose trick.information-propagation
Information Propagation in a Social Networksparta
Instantly turn your data into charts and dashboards. It's like a mini Tableau.rosetta-scone
A collection of MapReduce tasks translated (from Pig, Hive, MapReduce streaming, Cascalog, etc.) into Scalding.prediction-strength
An implementation of the prediction strength algorithm from Tibshirani, Walther, Botstein, and Brown's "Cluster validation by prediction strength".data-hacks
Command-line utilities for data analysis.lstm-explorer
Web app for exploring LSTMs.twss-classifier
A That's What She Said classifier, built off a simple unigram Naive Bayes model.dangle
Playing around with Tangle + d3.gradient-svd
A simple SVD + LSI implementation in Ruby, based on gradient descent. Useful if you have a *small* matrix with missing values.d3-tutorial
Quick introduction to d3.nvd3
D3 graphing library, originally forked from nvd3.jsscalding-book
echen.github.io
old-blog
embedding-explorer
hurricane-sandy-outages
Power outages during Hurricane Sandy.pinterest-evals
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