Pinned Repositories
dirichlet-process
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
gap-statistic
An implementation of the gap statistic algorithm to compute the number of clusters in a set of numerical data.
ggplot2-tutorial
Quick introduction to ggplot2 (no knowledge of R assumed)
link-prediction
Solution to Facebook's link prediction contest on Kaggle.
minifolds
ggplot2-inspired d3 app to make instant interactive visualizations
restricted-boltzmann-machines
Restricted Boltzmann Machines in Python.
sarah-palin-lda
Topic Modeling the Sarah Palin emails.
scaldingale
Movie recommendations and more in MapReduce and Scalding
streaming-simulations
Simulating the performance of various streaming algorithms. #experimentalmathematics
unsupervised-language-identification
An unsupervised language identification algorithm in Ruby, built originally for detecting English-language tweets.
echen's Repositories
echen/restricted-boltzmann-machines
Restricted Boltzmann Machines in Python.
echen/dirichlet-process
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
echen/ggplot2-tutorial
Quick introduction to ggplot2 (no knowledge of R assumed)
echen/link-prediction
Solution to Facebook's link prediction contest on Kaggle.
echen/scaldingale
Movie recommendations and more in MapReduce and Scalding
echen/streaming-simulations
Simulating the performance of various streaming algorithms. #experimentalmathematics
echen/minifolds
ggplot2-inspired d3 app to make instant interactive visualizations
echen/unsupervised-language-identification
An unsupervised language identification algorithm in Ruby, built originally for detecting English-language tweets.
echen/sarah-palin-lda
Topic Modeling the Sarah Palin emails.
echen/information-propagation
Information Propagation in a Social Network
echen/sparta
Instantly turn your data into charts and dashboards. It's like a mini Tableau.
echen/rosetta-scone
A collection of MapReduce tasks translated (from Pig, Hive, MapReduce streaming, Cascalog, etc.) into Scalding.
echen/lstm-explorer
Web app for exploring LSTMs.
echen/dangle
Playing around with Tangle + d3.
echen/d3-tutorial
Quick introduction to d3.
echen/embedding-explorer
echen/nvd3
D3 graphing library, originally forked from nvd3.js
echen/echen.github.io
echen/old-blog
echen/scalding-book
echen/brushfire
Distributed decision tree ensemble learning in Scala
echen/clockworkraven
Human-Powered Data Analysis with Mechanical Turk
echen/algebird
Abstract Algebra for Scala
echen/hurricane-sandy-outages
Power outages during Hurricane Sandy.
echen/scalding
A Scala API for Cascading
echen/pinterest-evals
echen/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
echen/forestry-demo
echen/slate
Beautiful static documentation for your API
echen/ultra-rationality
We present a tentative new economics model, ultra-rationality, and evaluate its relationship with the Prisoner’s Dilemma problem.