A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
created at March 30, 2014, 5:34 a.m.
Hierarchical Temporal Memory in Clojure
created at March 29, 2014, 1:39 a.m.
Topic Modeling the Sarah Palin emails.
created at March 27, 2014, 7:49 p.m.
A deep learning library for streamlining research and development using the Torch7 distribution.
created at March 24, 2014, 4:04 p.m.
A Julia framework for probabilistic graphical models.
created at March 20, 2014, 4:42 p.m.
Text and supporting code for Think OS: A Brief Introduction to Operating Systems, by Allen Downey.
created at March 19, 2014, 2:10 p.m.
Minimalistic statistics library for Clojure
created at March 18, 2014, 5:31 p.m.
Receiver Operating Characteristics and functions for evaluation probabilistic binary classifiers
created at March 13, 2014, 8:23 a.m.
A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)
created at March 12, 2014, 9:59 p.m.
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
created at March 3, 2014, 4:08 p.m.
A set of tools for creating and testing machine learning features, with a scikit-learn compatible API
created at Feb. 17, 2014, 5:21 p.m.
A Julia package for non-negative matrix factorization
created at Feb. 8, 2014, 3:25 p.m.
Metaprogramming tools for DataFrames
created at Feb. 5, 2014, 12:16 a.m.